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E2A - Data & Analytics Roadmap

Jalaj Kala

Created on October 5, 2025

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Transcript

Domain Data & AnalytIcs RoadmaP E2A

Data Products (ReDRUX)

Data Discovery

Standard KPI Catalog

Analytical Products

Identify KPIs that are core to the domain or Function, and which are expected to be followed at Region and Country level for decisioning.

Build Standard Analytical Products for the to cover the initially identified Standard KPI Catalog on top of Standard Regional Data Products.

Based on KPI Catalogue and definition, Identify Data Needs. To understand available Data and Gap.

Based on Data mapping and needs to answer Standard KPIs ,build a continuous Data Products exposition roadmap and in process develop the single source of truth (SSOT).

Dec'2025
Jan'2026
Feb'2026
Mar'2026
Apr'2026
May'2026
Jun'2026
Jul'2026
Aug'2026
Standard Analytical Prods

Marketing

Standard Analytical Prods
Identify KPI Catalog
Data Discovery
Regional Data Products
Standard Analytical Prods

SP

Identify KPI Catalog
Data Discovery
Regional Data Products
Standard Analytical Prods

Sales

Standard Analytical Prods
Identify KPI Catalog
Data Discovery
Regional Data Products
B2C Marketing Domain RoadmaP E2A
Home
Dec'2025
Jan'2026
Feb'2026
Mar'2026
Apr'2026
May'2026
Jun'2026
Jul'2026
Aug'2026
Standard Analytical Prods

Marketing

Standard Analytical Prods
Identify KPI Catalog
Data Discovery
Regional Data Products
SP Domain RoadmaP E2A
Home
Dec'2025
Jan'2026
Feb'2026
Mar'2026
Apr'2026
May'2026
Jun'2026
Jul'2026
Aug'2026

SP

Standard Analytical Prods
Identify KPI Catalog
Data Discovery
Regional Data Products
Standard Analytical Prods
B2C Sales Domain RoadmaP E2A
Home
Dec'2025
Jan'2026
Feb'2026
Mar'2026
Apr'2026
May'2026
Jun'2026
Jul'2026
Aug'2026

Sales

Standard Analytical Prods
Identify KPI Catalog
Data Discovery
Regional Data Products
Q1'2026
Q2'2026
Q3'2026
Q4'2026
Data
Sales
Data
Data
Marketing
Data
Data
Data
SC, LOG, O2C
Data
Data
Data
Data
SP
Data
Data
Data
Finance
Data
Data
Delivery Owner
Region IT
DRUX
Group Application Team

Standard Analytical Products

Based on the initially identified Standard KPI Catalog and the Standard Data Products created to support the KPIs, develop Standard Analytical Products suited for the domain.

  • Creation of Standard Analytical Products for the domain.
  • Expose in Analytical Products catalog
  • Promote adoption of the products
  • Enhancement and support of the products managed by Regional IT, through centralized digital council.

Define your domain KPI Catalog

First stage of the Standardization process, by way of which the Domain starts to Identify their Core Domain KPIs that must be a standard across the Region and the Countries.

  • Identify Standard KPIs
  • Define the calculation logic for each KPI
  • Standard lanaguage across E2A
  • Define your Standard Domain KPI Catalog

Build Data ProductsRe-DRUX

Post the data discovery phase, In this stage, as next step, we start to build data products that answers each TO BE Identified analytical product that requires aggregation of multiple data sources.

  • Based on TO BE Analytical Products , identify supporting data product needs.
  • Build and Expose Regional Data Product (Re-DRUX)
  • Identify which Data Products need to be kept accessible.
  • Catalog these data sets and data products in collibra

Data DiscoveryIdentify Data

In this stage we start to identify the data sources and the datasets required to answer the Standrad KPI catalog.

  • Identify Data sources & Data sets
  • Identify & Build the Data Semantic Model
  • Discover what is available in CDL
  • What is not not available --> Add to Data Roadmap