What it does
What it does with the systems you own.
It makes them one sourced record, then answers, forecasts, and recommends on it, and never touches control.

Capabilities
Six things it does, in detail.
01
It makes one record out of many.
Across SCADA, the historian, GIS, and the asset register, the same physical asset carries a different tag in each. Identity resolution reconciles them, even where no common key exists; bi-temporal validity separates valid time from transaction time.
- Identity resolution across systems, even with no shared key
- Bi-temporal record: valid time separated from transaction time
- Superseded values retained and queryable, not overwritten
One asset ID, one timeline, reconciled once instead of by every analysis.
02
It shows where every answer came from.
Every value in the record carries its source system and the timestamp it was true (provenance and lineage), so any answer resolves to the exact fact and moment behind it.
- Provenance and lineage on every value (source system and timestamp)
- A queryable audit trail tied to what was true at the time
- Investigation evidence assembled by query, not manual export
Traceability is a property of the record, not a report assembled after the fact.
03
It reconstructs an event in minutes.
A sequence-of-events reconstruction across SCADA, historian, GIS, and asset records, correlated on the reconciled identity and timeline, with alarm clustering to cut the flood.
- Sequence of events correlated across every source
- Alarm flood clustered and deduplicated into ranked events
- Root-cause chain, each step traceable to a source
The manual stitching an engineer does across systems, run on the reconciled record instead.
04
It answers in plain language.
A grounded copilot answers natural-language questions from the record and returns the sourced facts behind each answer. The same grounded answers reach third-party copilots through an MCP grounding gateway.
- Natural-language queries answered from the reconciled record
- Every answer returns its source facts and timestamps
- MCP grounding gateway: the same answers under third-party copilots
One grounding layer serves a human surface and a machine surface, read-only.
05
It forecasts and optimises, and only recommends.
Forecasting and optimisation compute on the reconciled record, bounded by simulation and engineering constraints. Each output carries its evidence and a confidence score. UtiliSys™ never actuates.
- Outputs bounded by simulation and engineering constraints
- Every recommendation carries its evidence and a confidence score
- The Execute step is a handoff to the system that owns the action
Read-only intelligence: it computes and recommends; the owning system executes and owns rollback.
06
It runs agents that stop at handoff.
Agents run with a declared scope, tool permissions, and approval gates. Each release is scored against replayed historical events before promotion. No agent writes to field gear.
- Declared scope and tool permissions, enforced at runtime
- Approval gates from notify-only to supervised
- Scored against replayed events; regressions block release
Every agent's Execute step is a handoff. It never actuates.
Why it holds together
Ground the record first. Everything above it inherits the trust.
Talk to us