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This paragraph is ready to be filled with incredible creativity, experiences, and stories.
This paragraph is ready to be filled with incredible creativity, experiences, and stories.
This paragraph is ready to be filled with incredible creativity, experiences, and stories.
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This paragraph is ready to be filled with incredible creativity, experiences, and stories.
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This paragraph is ready to be filled with incredible creativity, experiences, and stories.
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This paragraph is ready to be filled with incredible creativity, experiences, and stories.
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This paragraph is ready to be filled with incredible creativity, experiences, and stories.
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This paragraph is ready to be filled with incredible creativity, experiences, and stories.
Description
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
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Now click here to see why this matters
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Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
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Now click here to see why this matters
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Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
This paragraph is ready to be filled with incredible creativity, experiences, and stories.
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
1980s - early 1990s
1980s - early 1990s
1980s - early 1990s
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
1980s - early 1990s
1980s - early 1990s
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Sense → Understand → Decide → Act
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
⚠️ Common mistake: forcing everything into yes/no when what you really need is a ranking or a forecast. Next, you'll answer some short questions
⚠️ Common mistake: forcing everything into yes/no when what you really need is a ranking or a forecast. Next, you'll answer some short questions
⚠️ Common mistake: forcing everything into yes/no when what you really need is a ranking or a forecast. Next, you'll answer some short questions
⚠️ Common mistake: forcing everything into yes/no when what you really need is a ranking or a forecast. Next, you'll answer some short questions
⚠️ Common mistake: forcing everything into yes/no when what you really need is a ranking or a forecast. Next, you'll answer some short questions
⚠️ Common mistake: forcing everything into yes/no when what you really need is a ranking or a forecast. Next, you'll answer some short questions
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
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Now click here to see why this matters
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Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
🚀 Click on the left hand button to see how we made the trade-offs at AND
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
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Now click here to see why this matters
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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This paragraph is ready to be filled with incredible creativity, experiences, and stories.
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
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Now click here to see why this matters
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Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Based on corrections AND Digital teams make most frequently.
Click on the magnifying glass icon to see
- What it looks like
- Why it fails
- What is the fix for each
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Based on corrections AND Digital teams make most frequently.
Requires real-time data
Requires real-time data
Requires real-time data
Requires real-time data
Based on corrections AND Digital teams make most frequently.
Based on corrections AND Digital teams make most frequently.
Based on corrections AND Digital teams make most frequently.
Based on corrections AND Digital teams make most frequently.
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
This paragraph is ready to be filled with incredible creativity, experiences, and stories.
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
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Now click here to see why this matters
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Gate 1: Immediate scan⏱ 30 seconds
Gate 2: Validation⏱ 5 minutes
Gate 2: Validation⏱ 5 minutes
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Click on the 3 magnifying glasses above to read more
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Click on the 3 magnifying glasses above to read more
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
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Now click here to see why this matters
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Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
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Now click here to see why this matters
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Description
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Based on corrections AND Digital teams make most frequently.
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Based on corrections AND Digital teams make most frequently.
These create immediate legal or regulatory exposure. Launching without addressing them puts the organisation at direct risk. Data residency violations: Client data processed or stored in jurisdictions that breach their requirements (e.g., UK public sector data processed in the US without proper safeguards). Uncontrolled personal data processing: AI processes personally identifiable information (names, addresses, health data) without GDPR-compliant safeguards.
Based on corrections AND Digital teams make most frequently.
Use this side of the card to provide more information about a topic. Focus on one concept. Make learning and communication more efficient.
Category 1: Stop-Work Risks
Title
Write a brief description here
Priority 1 - address before launch. Flip over this card to learn more
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Based on corrections AND Digital teams make most frequently.
These cause medium-term damage to trust and brand. Acceptable in controlled pilots with oversight; unacceptable at scale without mitigation. Bias in decision-making: AI reproduces societal biases from training data, leading to unfair outcomes (e.g., CVs from women ranked lower, certain postcodes flagged as higher risk). Offensive or inappropriate outputs: AI generates content unsuitable for your brand or audience (profanity, controversial opinions, insensitive remarks).
Based on corrections AND Digital teams make most frequently.
Use this side of the card to provide more information about a topic. Focus on one concept. Make learning and communication more efficient.
Category 2: Reputational Risks
Title
Write a brief description here
Priority 2 - mitigate before scaling. Flip over this card to learn more
Description
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Based on corrections AND Digital teams make most frequently.
These affect quality and cost but aren't immediately catastrophic. Manage through verification gates and performance tracking. Hallucination in critical systems: AI invents facts with confidence (covered in day 3-4 and day 7-8). Runaway costs: Uncontrolled token usage or inefficient prompt design (Day 5's cost management). Performance degradation: Model quality declines over time due to data drift or context changes.
Based on corrections AND Digital teams make most frequently.
Use this side of the card to provide more information about a topic. Focus on one concept. Make learning and communication more efficient.
Category 3: Operational Risks
Title
Write a brief description here
Priority 3 - monitor continuously. Flip over this card to learn more
Description
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Based on corrections AND Digital teams make most frequently.
Based on corrections AND Digital teams make most frequently.
Description
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Based on corrections AND Digital teams make most frequently.
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Description
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Based on corrections AND Digital teams make most frequently.
Based on corrections AND Digital teams make most frequently.
Description
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This paragraph is ready to be filled with incredible creativity, experiences, and stories.
Description
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Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Subtitle
Now click here to see why this matters
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Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Based on corrections AND Digital teams make most frequently.
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Based on corrections AND Digital teams make most frequently.
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Based on corrections AND Digital teams make most frequently.
Based on corrections AND Digital teams make most frequently.
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Based on corrections AND Digital teams make most frequently.
Based on corrections AND Digital teams make most frequently.
Description
Subtitle
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Track your spend
Track your spend
- Aim to get your tokens per task down to the minimum value
- Ensure your documents easily fit within the context window
- Keep a tally of processing cost per document
- Aim to get your tokens per task down to the minimum value
- Ensure your documents easily fit within the context window
- Keep a tally of processing cost per document
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Subtitle
Now click here to see why this matters
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Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Based on corrections AND Digital teams make most frequently.
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Based on corrections AND Digital teams make most frequently.
Based on corrections AND Digital teams make most frequently.
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Based on corrections AND Digital teams make most frequently.
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Take a look at these specs below: 1,000 incoming customer questions every day. Knowledge: 200 FAQs and 50 procedures Budget: £10,000. Timeline: in 4 weeks!
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
- Understand the key shift in AI: from hand-written rules to systems that learn from data
- Identify the shape of a business question (yes/no, number, list, group, or forecast) and match it to the right AI approach
- Understand where prediction fits in a normal business flow (Sense → Understand → Decide → Act)
📚Learning Objectives
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.
🧠Over the next 10 minutes...
A machine does the exact same thing...
but on a massive scale: It's fed thousands or millions of examples (e.g., historical house data) It uses mathematics to find complex patterns that connect the features (bedrooms, etc.) to the final answer (the sale price) This collection of patterns, stored in mathematical form, is called a model. The model is the "brain" that has been trained. When you show it a new house it has never seen before, it uses the patterns it learned to make an educated guess—a prediction.
- Understand the key shift in AI: from hand-written rules to systems that learn from data
- Identify the shape of a business question (yes/no, number, list, group, or forecast) and match it to the right AI approach
- Understand where prediction fits in a normal business flow (Sense → Understand → Decide → Act)
📚Learning Objectives
- Understand the key shift in AI: from hand-written rules to systems that learn from data
- Identify the shape of a business question (yes/no, number, list, group, or forecast) and match it to the right AI approach
- Understand where prediction fits in a normal business flow (Sense → Understand → Decide → Act)
- Understand the key shift in AI: from hand-written rules to systems that learn from data
- Identify the shape of a business question (yes/no, number, list, group, or forecast) and match it to the right AI approach
- Understand where prediction fits in a normal business flow (Sense → Understand → Decide → Act)
📚Learning Objectives
- Understand the key shift in AI: from hand-written rules to systems that learn from data
- Identify the shape of a business question (yes/no, number, list, group, or forecast) and match it to the right AI approach
- Understand where prediction fits in a normal business flow (Sense → Understand → Decide → Act)
📚Learning Objectives
- Understand the key shift in AI: from hand-written rules to systems that learn from data
- Identify the shape of a business question (yes/no, number, list, group, or forecast) and match it to the right AI approach
- Understand where prediction fits in a normal business flow (Sense → Understand → Decide → Act)
📚Learning Objectives
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.
🧠Over the next 10 minutes...
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.
🧠Over the next 10 minutes...
- Understand the key shift in AI: from hand-written rules to systems that learn from data
- Identify the shape of a business question (yes/no, number, list, group, or forecast) and match it to the right AI approach
- Understand where prediction fits in a normal business flow (Sense → Understand → Decide → Act)
- Understand the key shift in AI: from hand-written rules to systems that learn from data
- Identify the shape of a business question (yes/no, number, list, group, or forecast) and match it to the right AI approach
- Understand where prediction fits in a normal business flow (Sense → Understand → Decide → Act)
- Understand the key shift in AI: from hand-written rules to systems that learn from data
- Identify the shape of a business question (yes/no, number, list, group, or forecast) and match it to the right AI approach
- Understand where prediction fits in a normal business flow (Sense → Understand → Decide → Act)
📚Learning Objectives
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.
🧠Over the next 10 minutes...
- Understand the key shift in AI: from hand-written rules to systems that learn from data
- Identify the shape of a business question (yes/no, number, list, group, or forecast) and match it to the right AI approach
- Understand where prediction fits in a normal business flow (Sense → Understand → Decide → Act)
📚Learning Objectives
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.
- Understand the key shift in AI: from hand-written rules to systems that learn from data
- Identify the shape of a business question (yes/no, number, list, group, or forecast) and match it to the right AI approach
- Understand where prediction fits in a normal business flow (Sense → Understand → Decide → Act)
📚Learning Objectives
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.
🧠Over the next 10 minutes...
- Understand the key shift in AI: from hand-written rules to systems that learn from data
- Identify the shape of a business question (yes/no, number, list, group, or forecast) and match it to the right AI approach
- Understand where prediction fits in a normal business flow (Sense → Understand → Decide → Act)
📚Learning Objectives
- Understand the key shift in AI: from hand-written rules to systems that learn from data
- Identify the shape of a business question (yes/no, number, list, group, or forecast) and match it to the right AI approach
- Understand where prediction fits in a normal business flow (Sense → Understand → Decide → Act)
- Understand the key shift in AI: from hand-written rules to systems that learn from data
- Identify the shape of a business question (yes/no, number, list, group, or forecast) and match it to the right AI approach
- Understand where prediction fits in a normal business flow (Sense → Understand → Decide → Act)
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.
🧠Over the next 10 minutes...
- Understand the key shift in AI: from hand-written rules to systems that learn from data
- Identify the shape of a business question (yes/no, number, list, group, or forecast) and match it to the right AI approach
- Understand where prediction fits in a normal business flow (Sense → Understand → Decide → Act)
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.
🧠Over the next 10 minutes...
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.
🧠Over the next 10 minutes...
- Understand the key shift in AI: from hand-written rules to systems that learn from data
- Identify the shape of a business question (yes/no, number, list, group, or forecast) and match it to the right AI approach
- Understand where prediction fits in a normal business flow (Sense → Understand → Decide → Act)
📚Learning Objectives
Imagine...
You see the house's features: number of bedrooms, location, age, square footage You see the final sale price (the "correct answer") After seeing hundreds of examples, you develop an intuition. You start to recognize patterns: "a new kitchen adds about £10k," or "houses near that noisy road sell for less."
- Understand the key shift in AI: from hand-written rules to systems that learn from data
- Identify the shape of a business question (yes/no, number, list, group, or forecast) and match it to the right AI approach
- Understand where prediction fits in a normal business flow (Sense → Understand → Decide → Act)
📚Learning Objectives
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.
Nest AI Ignition - Chapter 1
Talent Growth Team
Created on June 25, 2026
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Transcript
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Title 1
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This paragraph is ready to be filled with incredible creativity, experiences, and stories.
This paragraph is ready to be filled with incredible creativity, experiences, and stories.
This paragraph is ready to be filled with incredible creativity, experiences, and stories.
Subtitle
Description
Subtitle
Subtitle
This paragraph is ready to be filled with incredible creativity, experiences, and stories.
Subtitle
This paragraph is ready to be filled with incredible creativity, experiences, and stories.
Subtitle
This paragraph is ready to be filled with incredible creativity, experiences, and stories.
Subtitle
This paragraph is ready to be filled with incredible creativity, experiences, and stories.
Subtitle
This paragraph is ready to be filled with incredible creativity, experiences, and stories.
Description
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Subtitle
Now click here to see why this matters
Subtitle
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Subtitle
Subtitle
Subtitle
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Subtitle
Subtitle
Subtitle
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Description
Subtitle
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Subtitle
Subtitle
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Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Subtitle
Description
Subtitle
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Subtitle
Subtitle
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Subtitle
Now click here to see why this matters
Subtitle
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
This paragraph is ready to be filled with incredible creativity, experiences, and stories.
Subtitle
Subtitle
Subtitle
Subtitle
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
1980s - early 1990s
1980s - early 1990s
1980s - early 1990s
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
1980s - early 1990s
1980s - early 1990s
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Sense → Understand → Decide → Act
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
⚠️ Common mistake: forcing everything into yes/no when what you really need is a ranking or a forecast. Next, you'll answer some short questions
⚠️ Common mistake: forcing everything into yes/no when what you really need is a ranking or a forecast. Next, you'll answer some short questions
⚠️ Common mistake: forcing everything into yes/no when what you really need is a ranking or a forecast. Next, you'll answer some short questions
⚠️ Common mistake: forcing everything into yes/no when what you really need is a ranking or a forecast. Next, you'll answer some short questions
⚠️ Common mistake: forcing everything into yes/no when what you really need is a ranking or a forecast. Next, you'll answer some short questions
⚠️ Common mistake: forcing everything into yes/no when what you really need is a ranking or a forecast. Next, you'll answer some short questions
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Subtitle
Now click here to see why this matters
Subtitle
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Subtitle
Subtitle
Description
Subtitle
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
🚀 Click on the left hand button to see how we made the trade-offs at AND
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Subtitle
Now click here to see why this matters
Subtitle
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
This paragraph is ready to be filled with incredible creativity, experiences, and stories.
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Subtitle
Now click here to see why this matters
Subtitle
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Based on corrections AND Digital teams make most frequently.
Click on the magnifying glass icon to see
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Based on corrections AND Digital teams make most frequently.
Requires real-time data
Requires real-time data
Requires real-time data
Requires real-time data
Based on corrections AND Digital teams make most frequently.
Based on corrections AND Digital teams make most frequently.
Based on corrections AND Digital teams make most frequently.
Based on corrections AND Digital teams make most frequently.
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
This paragraph is ready to be filled with incredible creativity, experiences, and stories.
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Subtitle
Now click here to see why this matters
Subtitle
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Gate 1: Immediate scan⏱ 30 seconds
Gate 2: Validation⏱ 5 minutes
Gate 2: Validation⏱ 5 minutes
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Click on the 3 magnifying glasses above to read more
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Click on the 3 magnifying glasses above to read more
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Subtitle
Now click here to see why this matters
Subtitle
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
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Based on corrections AND Digital teams make most frequently.
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Based on corrections AND Digital teams make most frequently.
These create immediate legal or regulatory exposure. Launching without addressing them puts the organisation at direct risk. Data residency violations: Client data processed or stored in jurisdictions that breach their requirements (e.g., UK public sector data processed in the US without proper safeguards). Uncontrolled personal data processing: AI processes personally identifiable information (names, addresses, health data) without GDPR-compliant safeguards.
Based on corrections AND Digital teams make most frequently.
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Category 1: Stop-Work Risks
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Priority 1 - address before launch. Flip over this card to learn more
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Based on corrections AND Digital teams make most frequently.
These cause medium-term damage to trust and brand. Acceptable in controlled pilots with oversight; unacceptable at scale without mitigation. Bias in decision-making: AI reproduces societal biases from training data, leading to unfair outcomes (e.g., CVs from women ranked lower, certain postcodes flagged as higher risk). Offensive or inappropriate outputs: AI generates content unsuitable for your brand or audience (profanity, controversial opinions, insensitive remarks).
Based on corrections AND Digital teams make most frequently.
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Category 2: Reputational Risks
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Priority 2 - mitigate before scaling. Flip over this card to learn more
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Based on corrections AND Digital teams make most frequently.
These affect quality and cost but aren't immediately catastrophic. Manage through verification gates and performance tracking. Hallucination in critical systems: AI invents facts with confidence (covered in day 3-4 and day 7-8). Runaway costs: Uncontrolled token usage or inefficient prompt design (Day 5's cost management). Performance degradation: Model quality declines over time due to data drift or context changes.
Based on corrections AND Digital teams make most frequently.
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Category 3: Operational Risks
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Priority 3 - monitor continuously. Flip over this card to learn more
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Based on corrections AND Digital teams make most frequently.
Based on corrections AND Digital teams make most frequently.
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Based on corrections AND Digital teams make most frequently.
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Based on corrections AND Digital teams make most frequently.
Based on corrections AND Digital teams make most frequently.
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This paragraph is ready to be filled with incredible creativity, experiences, and stories.
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Subtitle
Now click here to see why this matters
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Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Based on corrections AND Digital teams make most frequently.
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Based on corrections AND Digital teams make most frequently.
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Based on corrections AND Digital teams make most frequently.
Based on corrections AND Digital teams make most frequently.
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Based on corrections AND Digital teams make most frequently.
Based on corrections AND Digital teams make most frequently.
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Track your spend
Track your spend
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Subtitle
Now click here to see why this matters
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Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Based on corrections AND Digital teams make most frequently.
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Based on corrections AND Digital teams make most frequently.
Based on corrections AND Digital teams make most frequently.
Description
Subtitle
Subtitle
You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Based on corrections AND Digital teams make most frequently.
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Take a look at these specs below: 1,000 incoming customer questions every day. Knowledge: 200 FAQs and 50 procedures Budget: £10,000. Timeline: in 4 weeks!
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
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You'll use interactive elements throughout the AI Ignition programme. Magnifying glass icon = more to explore! Click on them to dive deeper into examples, explanations and more information. To get you started click on the magnifying glass button here to view the learning objectives
Description
📚Learning Objectives
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.🧠Over the next 10 minutes...
A machine does the exact same thing...
but on a massive scale: It's fed thousands or millions of examples (e.g., historical house data) It uses mathematics to find complex patterns that connect the features (bedrooms, etc.) to the final answer (the sale price) This collection of patterns, stored in mathematical form, is called a model. The model is the "brain" that has been trained. When you show it a new house it has never seen before, it uses the patterns it learned to make an educated guess—a prediction.
📚Learning Objectives
📚Learning Objectives
📚Learning Objectives
📚Learning Objectives
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.🧠Over the next 10 minutes...
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.🧠Over the next 10 minutes...
📚Learning Objectives
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.🧠Over the next 10 minutes...
📚Learning Objectives
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.📚Learning Objectives
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.🧠Over the next 10 minutes...
📚Learning Objectives
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.🧠Over the next 10 minutes...
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.🧠Over the next 10 minutes...
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.🧠Over the next 10 minutes...
📚Learning Objectives
Imagine...
You see the house's features: number of bedrooms, location, age, square footage You see the final sale price (the "correct answer") After seeing hundreds of examples, you develop an intuition. You start to recognize patterns: "a new kitchen adds about £10k," or "houses near that noisy road sell for less."
📚Learning Objectives
You'll be able to:
- Spot the shape of the question you're trying to answer
- See where AI prediction helps in a business workflow
- Avoid the most common mistake: forcing everything into yes/no classification
Why this matters: If you start with the wrong question shape, you set the wrong KPIs, brief teams poorly, and optimise the wrong thing.