delivery record
POWER AI
Unified AI data platform for a critical-infrastructure operator
Sector: Critical infrastructure Practice: AI & Software Development · Data integration Outcome: 24 AI agents in production · 60% faster RCA · 91% recommendation acceptance · 30% faster processes
The situation — data everywhere, intelligence nowhere
A critical-infrastructure operator with sensor data, energy flows, and equipment logs spread across dozens of separate systems. Each department had its own tools, its own data format, and its own way of working. Cross-department answers took days. Decisions were reactive — teams fixed problems after they happened.
It is the most common pattern we see in operational environments: the data exists, but the access path is broken.
What we built
One unified AI data layer connecting every system, sensor, and data source across all departments.
24 autonomous AI agents running 24/7 — anomaly detection, predictive maintenance alerts, prescriptive actions with calculated ROI. Decisions taken without human intervention where the model and the policy support it; escalated when they don't.
Natural-language interface for operators. No SQL. No analyst bottleneck. Plain-language questions, instant answers from live data.
Built on top of existing systems. No rip-and-replace. The platform reads from the operator's existing estate and feeds insights back into the workflows already in use.
Compliance built in from day one — not bolted on later.
The transformation
| Before | After |
|---|---|
| Cross-department answers took days | Real-time in under 5 seconds |
| Reactive — fixed problems after failure | Predictive — acted before failure |
| Manual Excel reports emailed between teams | Fully automated, always live |
| Gut-feel decisions | AI-driven with calculated ROI |
| Siloed, incompatible systems | One unified data layer |
Measurable results
- 24 autonomous AI agents running 24/7 across all departments
- 60% faster root-cause analysis — from hours of manual investigation to minutes
- 91% AI recommendation acceptance logged across six months of operator actions
- 30% faster processes — manual handoffs eliminated
Why this matters
Same siloed-data problem. Same broken processes. Same failed past attempts. We solved it once. We can solve it again.