How it works
How an answer comes together.
You ask, in plain language or through another system, and a sourced answer comes back. It gets there in four steps: connect, understand, control, deliver.
The pipeline
One path, four steps.
Connect
Reads from the systems your company already runs, through each system's own interface. Nothing gets replaced or migrated.
Understand
Works out who is who, what is still true, and where each fact came from. So it never confuses two records for the same thing, or hands back something stale.
Control
Before it answers or hands anything off, it checks who is asking, what they may see, and what needs sign-off. Nothing happens outside those limits.
Deliver
The same engine answers wherever the work happens. A person's question, a report, or another system asking through an API.
The architecture
Eight layers, one governed record.
The flow of one agent
Watch one agent walk the path.
Observe
It watches the same sourced record everyone else does: the alarm stream, historian tags, the topology, and prior events. Read-only, like the rest of the platform.
Reason
It groups the flood, drops the duplicates, and works back to a likely root cause. Every step stays tied to a source, and to the moment it was true.
Recommend
It hands the operator one ranked event, a suggested response, the evidence behind it, and a confidence score. A thousand alarms become one story.
Hand off
Nothing is actuated. The operator decides. The system that owns the action carries it out, and owns the rollback.
Control begins hereEvery agent stops at the same place. It recommends; a person approves; the owning system acts.
The roster
The agents that walk it for you.
Operations
Operations
Alarm Intelligence Agent
Turns an alarm flood into a few ranked events, each with a likely cause and a suggested response. The operator reads one story instead of a thousand alarms.
Operations
Truck Roll Agent
Decides whether a job really needs a field visit, and when it does, groups and sequences the visits so crews drive less.
Reliability
Reliability
Asset Health Agent
Keeps a live health score for every monitored asset, so wear shows up as a trend rather than a surprise failure.
Reliability
Reliability Agent
Weighs where reliability risk sits, and what each fix is worth, so the riskiest gap gets attention first.
Reliability
Maintenance Agent
Turns a predicted failure into a draft work order, with the parts and crew already lined up, ready for a planner to approve.
Engineering
Engineering · Electricity
Grid Optimization Agent
Simulates the live electricity network and recommends dispatch and switching changes that stay inside reliability and constraint limits.
Engineering · Gas
Gas Network Agent
Simulates the live gas distribution network and recommends pressure and flow setpoints that hold delivery steady within safe limits.
Governance
Governance
Compliance Agent
Keeps regulatory evidence current and audit-ready, so an audit becomes a query rather than a scramble.
Governance
Executive Agent
Pulls operations, finance, and risk into one clear briefing, built on the same facts the control room already sees.
Vector Sheets
The agent that understands your spreadsheets.
Your numbers live in complex workbooks.
The calculations that run the operation sit in Excel: load and flow models, asset registers, setpoint and rating tables, often many tables spread across many tabs, built by hand over years.
The answer spans sheets, not cells.
The real question usually crosses several tables that reference each other from different sheets. A single formula never captures it.
It answers questions and does the math.
Ask in plain language. Vector Sheets runs the query and the calculation across the workbook, the way a careful engineer would.
It understands the relationships.
It works out how a table on one sheet connects to a table on another, so the numbers line up instead of contradicting each other.
Input
A workbook with many tables across many sheets, however it happens to be laid out.
Read
Finds each table, its headers and totals, and the formulas behind them.
Relate
Works out how the tables on different sheets reference and depend on each other.
Answer
Runs the question or calculation you asked for across the whole workbook.
Output
The answer, with the exact cells and tables it came from attached.
The guarantees
The rules the whole path follows.
Safe by default
Reading is the default. Anything that could write is explicit, approved, reversible, and logged, with segmentation aligned to IEC 62443 zones.
Nothing unattributed
An answer carries its source, the model that produced it, and a confidence score. Nothing reaches an operator without its evidence.
Grounded in engineering
Statistics stay inside simulation and engineering limits, so a recommendation is one you could actually carry out.
Inside your boundary
Runs in your cloud, your own data center, or a hybrid with inference close to the field. It does not assume public multi-tenancy.
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