/case-studies / utility-ai-ready-data-platform
DATA FOUNDATIONS FOR AI

An AI-ready data platform for a utility

client
Energy Utility
industry
Energy & Utilities
services
Data Foundations · Cloud
duration
9 months
fig.80// skillikzmodeltraininfervectorAImodel.evalrollout70%98%accuracyusage92coveragelive
// OVERVIEW

Energy Utility — a energy & utilities organisation — engaged Skillikz on ai-ready data platform: Pipelines, vector stores and governance that unlock AI. This case study sets out the business challenge, the AI-led approach we took, the technologies involved and the measurable outcomes delivered over 9 months.

// TECHNOLOGIES
DatabricksSnowflakedbtApache SparkKafkaVector DB
1
trusted platform
data quality
real-time
pipelines
AI-ready
by design
01 // THE CHALLENGE

Every AI initiative stalled on the same problem: data scattered across legacy systems with poor quality, lineage and governance.

02 // OUR APPROACH

We built a governed, AI-ready data platform — pipelines, vector and feature stores, quality controls and lineage — as the foundation for AI.

Pipelines from legacy sources to a lakehouse
Vector and feature stores for AI workloads
Quality, lineage and monitoring
Privacy, access and governance controls
03 // THE RESULTS

AI initiatives now build on one trusted, well-governed platform with real-time pipelines — turning stalled pilots into shippable products.

Once the data foundation was right, our AI roadmap suddenly became achievable.

Head of Data · Energy Utility
// HOW WE'D DELIVER THIS TODAY

The AI services behind this outcome

A project like this draws on a focused set of Skillikz services — from first assessment to a working pilot and a clear path to scale.

// MORE WORK
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