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Case Studies

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Unifying dispersed data for a global CPG enterprise

Unifying dispersed data for a global CPG enterprise

Unifying dispersed data for a global CPG enterprise

How a global CPG leader achieved a single source of truth with data harmonization

How a global CPG leader achieved a single source of truth with data harmonization

Complete unified data access

Faster insights delivery

Robust GCP architecture

Seamless BI integration

The challenge

The challenge

Overcoming fragmented data sources and standardization hurdles

Overcoming fragmented data sources and standardization hurdles

A global CPG client struggled with disparate data sources, making it hard to maintain consistency and accuracy. Without a standardized approach, critical insights were elusive. They needed a robust, harmonized data ecosystem to enable consistent analysis and support strategic decision-making.

Key challenges

  • Multiple unaligned data feeds

  • Lack of standardization rules

  • No single source of truth

  • Complex cross-system integration

The solution

Implementing a unified data warehouse with Cogentiq Data Foundation

Implementing a unified data warehouse with Cogentiq Data Foundation

Data harmonization

Cogentiq Data Foundation-based mapping

Standardized schemas

Automated data flows

GCP and Snowflake setup

Centralized data storage

BI tool integration

Scalable architecture

Implementation approach

Implementation approach

1

Design thinking

  • Requirements gathering

  • Collaborative workshops

  • Iterative prototyping

2

Data engineering

  • ETL in GCP

  • Snowflake deployment

  • Rule-based transformations

3

Enterprise adoption

  • Training sessions

  • Documentation support

  • Continuous improvements

The impact

The impact

Delivering a single source of truth for strategic decisions

Delivering a single source of truth for strategic decisions

Operational efficiency

  • Consistent data quality

  • Faster queries

  • Reduced manual effort

Decision-making insights

  • Enhanced product strategy

  • Reliable metrics

  • Data-driven actions

Scalable architecture

  • Seamless integration

  • Future-ready platform

  • Flexible expansions

Looking ahead

Looking ahead

Extended data sources

  • Integrating a network of global feeds

Advanced analytics

  • Deeper BI capabilities on the horizon

Continuous research and innovation

  • Ongoing schema refinements

Transform your enterprise with AI that delivers

All rights reserved © 2025 Fractal Analytics Inc.

Registered Office:

Level 7, Commerz II, International Business Park, Oberoi Garden City,Off. W. E.Highway, Goregaon (E), Mumbai City, Mumbai, Maharashtra, India, 400063

CIN : U72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8

All rights reserved © 2025 Fractal Analytics Inc.

Registered Office:

Level 7, Commerz II, International Business Park, Oberoi Garden City,Off. W. E.Highway, Goregaon (E), Mumbai City, Mumbai, Maharashtra, India, 400063

CIN : U72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8

All rights reserved © 2025 Fractal Analytics Inc.

Registered Office:

Level 7, Commerz II, International Business Park, Oberoi Garden City,Off. W. E.Highway, Goregaon (E), Mumbai City, Mumbai, Maharashtra, India, 400063

CIN : U72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8