definicion de 3 autores
¿Qué es la Inteligencia de Negocios (BI)?
Categorías y Ejemplos principales:
Referencias
Herramientas de Inteligencia de Negocios
Inteligencia de Negocios (BI)
Herramientas, Definiciones y Ecosistema Tecnológico
Conclusión / Call to Action
Ecosistema Tecnológico de la Inteligencia de Negocios
WOW
Estructura del ecosistema BI
Beneficios de implementar BI
Implementacion
Tyrus Fabian Martinez Velazquez 2111569
IBM. (s. f.). ¿Qué es business intelligence (BI)? IBM. https://www.ibm.com/mx-es/think/topics/business-intelligence.
lepatru007. (2020, febrero 3). Que es business intelligence – Inteligencia de negocios: herramientas, énfasis, beneficios [Video]. YouTube. https://www.youtube.com/watch?v=3oYpofW4T5A
¿Qué es la Inteligencia de Negocios (BI)?
Segun IBM : "La inteligencia empresarial BI es un conjunto de procesos tecnologicos para recopilacion, gestion y analisis de datos organizacionales para obtener insights que ayuden a tomar decisiones estrategicas" Tableau: "las BI combinan analisis de negocios, mineria de datos, visualizacion de datos y herramientas de infraestructura para transformar datos en conocimiento accionable". Segun Gartner: "Es un sistema que permite convertir datos crudos en informacion util y conocimiento para la toma de descisiones empresariales".
Visualización y Dashboards: Power BI (Microsoft) → Más popular y accesible Tableau → Mejor para visualizaciones avanzadas e interactivas Análisis Avanzado: Qlik Sense → Motor asociativo (descubre relaciones ocultas) Looker (Google) → Ideal para empresas en la nube Otras potentes: SAP BusinessObjects IBM Cognos Analytics MicroStrategy Sisense
- Ventaja competitiva - Mejor comprension del cliente - Identificar oportunidades y riesgos - Mayor eficacia operativa - Toma de desciciones mas precisa y rapida
- Capa de datos: ERP, CRM, Excel, Redes sociales, Sensores, Etc- - ---- Capa de integracion: Extraccion, Transformacion, Carga de datos - Capa de Almacenamiento: Guarda los datos procesados - Capa de analisis e inteligencia: OLAP, Mineria de datos, Machine learning. - Capa de presentacion: Dashboards, Reportes, Alertas y aplicaciones moviles. Tecnologias Clave del ecosistema: - Big data - Cloud Computing - IA y Machine Learning - Visualizacion de datos
Share your idea with an image
Contextualize your topic with a subtitle
With Genially templates, you can include visual resources to leave your audience speechless. You can also highlight a specific phrase or data that will be ingrained in the memory of your audience, and even embed external content that surprises: videos, photos, audios... Whatever you want! Need more reasons to create dynamic content? Well: 90% of the information we assimilate comes through sight and, in addition, we retain 42% more information when the content is in motion.
“La Inteligencia de Negocios ya no es una opción… es una necesidad estratégica para sobrevivir y crecer en el mundo actual.”
Here you can put a standout title, something that captivates your audience
Provide context to your topic with a subtitle
Remember to add animation! Capture your audience's attention with your content and choose the ideal effect by selecting the element and clicking on the Animation icon, which appears just above. Interactivity and animation can be your best allies when creating tables, infographics, or graphics that help provide context to the information and simplify the data for your audience. We are visual beings and find it easier to 'read' images than to read written text.
With Genially templates, you can include visual resources to leave youraudience amazed. You can also highlight a specific phrase or piece of information that will be etched into your audience's memory, or even embed external content that surprises: videos, photos, audios... Whateveryou want! Need more reasons to create dynamic content? Well: 90% of the information we assimilate comes to us through sight, and we retain 42% more information when the content is in motion.
Here you can put a standout title, something that captivates your audience
Contextualize your topic with a subtitle
Remember to add animation! Capture your audience's attention with your content and choose the ideal effect by selecting the element and clicking on the Animation icon, which appears just above. Interactivity and animation can be your best allies when creating tables, infographics, or graphics that help provide context to information and simplify data for your audience. We are visual beings and find it easier to 'read' images than to read written text.
With Genially templates, you can include visual resources to leave youraudience amazed. You can also highlight a specific phrase or piece of information that will be etched into your audience's memory, or even embed external content that surprises: videos, photos, audios... Whateveryou want! Need more reasons to create dynamic content? Well: 90% of the information we assimilate comes to us through sight, and we retain 42% more information when the content moves.
Share your idea with an image
Contextualize your topic with a subtitle
With Genially templates, you can include visual resources to leave your audience amazed. You can also highlight a specific phrase or data that remains etched in the memory of your audience and even embed external content that surprises: videos, photos, audios... Whatever you want! Need more reasons to create dynamic content? Well: 90% of the information we assimilate comes to us through sight and, in addition, we retain 42% more information when thecontent moves.
Share your idea with an image
Contextualize your topic with a subtitle
Need more reasons to create dynamic content? Well: 90% of the information we assimilate comes to us through sight, and we retain 42% more information when the content is in motion.
Animate your content and take it to the next level
Contextualize your topic with a subtitle
Did you know that Genially allows you to share your creation directly, without the need for downloads? Ready for your audience to view it on any device and promote it anywhere.
Share your idea with an image
Contextualize your topic with a subtitle
Need more reasons to create dynamic content? Well: 90% of the information we assimilate comes to us through sight, and we retain 42% more information when the content moves.
Animate your content and take it to the next level
Contextualize your topic with a subtitle
Did you know that Genially allows you to share your creation directly, without the need for downloads? Ready for your audience to visualize it on any device and give it exposure anywhere.
Tyrus Fabian Martinez Velazquez 2111569
Spark484
Created on May 3, 2026
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Transcript
definicion de 3 autores
¿Qué es la Inteligencia de Negocios (BI)?
Categorías y Ejemplos principales:
Referencias
Herramientas de Inteligencia de Negocios
Inteligencia de Negocios (BI)
Herramientas, Definiciones y Ecosistema Tecnológico
Conclusión / Call to Action
Ecosistema Tecnológico de la Inteligencia de Negocios
WOW
Estructura del ecosistema BI
Beneficios de implementar BI
Implementacion
Tyrus Fabian Martinez Velazquez 2111569
IBM. (s. f.). ¿Qué es business intelligence (BI)? IBM. https://www.ibm.com/mx-es/think/topics/business-intelligence. lepatru007. (2020, febrero 3). Que es business intelligence – Inteligencia de negocios: herramientas, énfasis, beneficios [Video]. YouTube. https://www.youtube.com/watch?v=3oYpofW4T5A
¿Qué es la Inteligencia de Negocios (BI)?
Segun IBM : "La inteligencia empresarial BI es un conjunto de procesos tecnologicos para recopilacion, gestion y analisis de datos organizacionales para obtener insights que ayuden a tomar decisiones estrategicas" Tableau: "las BI combinan analisis de negocios, mineria de datos, visualizacion de datos y herramientas de infraestructura para transformar datos en conocimiento accionable". Segun Gartner: "Es un sistema que permite convertir datos crudos en informacion util y conocimiento para la toma de descisiones empresariales".
Visualización y Dashboards: Power BI (Microsoft) → Más popular y accesible Tableau → Mejor para visualizaciones avanzadas e interactivas Análisis Avanzado: Qlik Sense → Motor asociativo (descubre relaciones ocultas) Looker (Google) → Ideal para empresas en la nube Otras potentes: SAP BusinessObjects IBM Cognos Analytics MicroStrategy Sisense
- Ventaja competitiva - Mejor comprension del cliente - Identificar oportunidades y riesgos - Mayor eficacia operativa - Toma de desciciones mas precisa y rapida
- Capa de datos: ERP, CRM, Excel, Redes sociales, Sensores, Etc- - ---- Capa de integracion: Extraccion, Transformacion, Carga de datos - Capa de Almacenamiento: Guarda los datos procesados - Capa de analisis e inteligencia: OLAP, Mineria de datos, Machine learning. - Capa de presentacion: Dashboards, Reportes, Alertas y aplicaciones moviles. Tecnologias Clave del ecosistema: - Big data - Cloud Computing - IA y Machine Learning - Visualizacion de datos
Share your idea with an image
Contextualize your topic with a subtitle
With Genially templates, you can include visual resources to leave your audience speechless. You can also highlight a specific phrase or data that will be ingrained in the memory of your audience, and even embed external content that surprises: videos, photos, audios... Whatever you want! Need more reasons to create dynamic content? Well: 90% of the information we assimilate comes through sight and, in addition, we retain 42% more information when the content is in motion.
“La Inteligencia de Negocios ya no es una opción… es una necesidad estratégica para sobrevivir y crecer en el mundo actual.”
Here you can put a standout title, something that captivates your audience
Provide context to your topic with a subtitle
Remember to add animation! Capture your audience's attention with your content and choose the ideal effect by selecting the element and clicking on the Animation icon, which appears just above. Interactivity and animation can be your best allies when creating tables, infographics, or graphics that help provide context to the information and simplify the data for your audience. We are visual beings and find it easier to 'read' images than to read written text.
With Genially templates, you can include visual resources to leave youraudience amazed. You can also highlight a specific phrase or piece of information that will be etched into your audience's memory, or even embed external content that surprises: videos, photos, audios... Whateveryou want! Need more reasons to create dynamic content? Well: 90% of the information we assimilate comes to us through sight, and we retain 42% more information when the content is in motion.
Here you can put a standout title, something that captivates your audience
Contextualize your topic with a subtitle
Remember to add animation! Capture your audience's attention with your content and choose the ideal effect by selecting the element and clicking on the Animation icon, which appears just above. Interactivity and animation can be your best allies when creating tables, infographics, or graphics that help provide context to information and simplify data for your audience. We are visual beings and find it easier to 'read' images than to read written text.
With Genially templates, you can include visual resources to leave youraudience amazed. You can also highlight a specific phrase or piece of information that will be etched into your audience's memory, or even embed external content that surprises: videos, photos, audios... Whateveryou want! Need more reasons to create dynamic content? Well: 90% of the information we assimilate comes to us through sight, and we retain 42% more information when the content moves.
Share your idea with an image
Contextualize your topic with a subtitle
With Genially templates, you can include visual resources to leave your audience amazed. You can also highlight a specific phrase or data that remains etched in the memory of your audience and even embed external content that surprises: videos, photos, audios... Whatever you want! Need more reasons to create dynamic content? Well: 90% of the information we assimilate comes to us through sight and, in addition, we retain 42% more information when thecontent moves.
Share your idea with an image
Contextualize your topic with a subtitle
Need more reasons to create dynamic content? Well: 90% of the information we assimilate comes to us through sight, and we retain 42% more information when the content is in motion.
Animate your content and take it to the next level
Contextualize your topic with a subtitle
Did you know that Genially allows you to share your creation directly, without the need for downloads? Ready for your audience to view it on any device and promote it anywhere.
Share your idea with an image
Contextualize your topic with a subtitle
Need more reasons to create dynamic content? Well: 90% of the information we assimilate comes to us through sight, and we retain 42% more information when the content moves.
Animate your content and take it to the next level
Contextualize your topic with a subtitle
Did you know that Genially allows you to share your creation directly, without the need for downloads? Ready for your audience to visualize it on any device and give it exposure anywhere.