Regional Electric Utility
2,000+ pages automated, ≥95% faithfulness gate.
- Sector
- Energy & Utilities (Regulated Capital Program)
- Region
- North America
- Engagement
- RAG & compliance
- Timeframe
- 72-month program
- Systems
- 6 unified
- Status
- Anonymized for security
The situation
The utility was executing a $340M+ grid modernization program under a 72-month state utility commission order. Over 2,000 pages of regulatory filings had to be manually reviewed to produce software requirement specifications—an expensive, workshop-heavy process outsourced to consultancies. 8 upstream source systems lacked documentation, and the true program state lived in PowerPoint decks.
What we built
In an 8-week engagement, we built a retrieval-augmented compliance and requirements platform inside the client's cloud. We synthesized vendor specs from public filings, established multi-query hybrid retrieval with purpose-built reranking, and implemented document generation subgraphs with 5 parallel judge evaluators (faithfulness gate ≥0.95).
Stack shipped
What changed
Delivered all 4 contracted workstreams on time, meeting composite score gates (>0.90) and faithfulness gates (>0.95). Replaced weeks of consultancy workshops with cited, natural-language Q&A and 1-click requirement spec generation. Proven 100% portable: a client engineer deployed a second clean environment solo in under 30 minutes.
“If you only have half the outcomes, you get half the requirements... how do I make sure we have all the requirements and we're building the right things?”
Your turn
Bring a real problem to a discovery session. We will show you how we would approach it.