Building data pipelines 4× faster with AI-powered engineering platform
Core challenge
Data engineers at a global CPG major were spending a day to build each data pipeline
Industry
CPG
Solution
AI-powered data engineering platform
Use case
Data engineering
Impact
~4x faster pipeline build
Client overview
The client is a global consumer goods company operating at scale across markets, with extensive data engineering requirements to support analytics, reporting, and data science initiatives.
Challenge
Context
The client faced high costs and long cycle times in data engineering, particularly in translating business requirements into production-ready data pipelines.
Engineering spends
A disproportionate share of engineering spends, including work delivered through major vendor partners was concentrated in repetitive, low-value tasks such as ingestion, testing, and deployment.
This left limited capacity for critical data science work.
Solution
An AI-powered data engineering platform
We designed and deployed an AI-powered data engineering platform that accelerates the full data pipeline lifecycle across design, development, deployment, and documentation.
Single standard for data pipelines
The platform was tailored to the client’s environment and mandated for use across internal teams and all major vendor partners, establishing a single standard for how data pipelines are built and maintained across the enterprise.
By shifting data engineering surplus bandwidth from data pipeline work toward more outcome-oriented data science activities, the platform enables teams to deliver faster while maintaining consistent quality and governance at scale.
Impact
4x
faster pipeline development
Hundreds
of active users
The platform has enabled 4x faster pipeline development, significantly accelerating data and AI delivery. Adopted by hundreds of active users, it is helping shift engineering capacity toward higher-value data science and advanced analytics initiatives.
By streamlining data operations and improving productivity, the solution provides a scalable, high-throughput foundation for delivering AI-driven business outcomes at scale.
