Solution
For COOs, service directors, and dispatch leaders running field operations: work orders, technician notes, and telemetry unified into one record that raises first-time fix and closes the gap between job done and invoice sent.
The problem
The asset's past failures, the fix that worked last time, the manual for this firmware version — none of it reaches the van. First visits turn into diagnostic visits.
What happened on site lives in notes written hours later, if at all. Billing lags, inventory drifts, and the same defect gets rediscovered at every site it appears.
Dispatch runs on fixed rules that miss traffic, skill gaps, and parts availability. One escalation unravels the rest of the route.
The product, not a promise
How it works
Work orders, technician notes, parts records, and asset telemetry flow in from field systems.
Agents pull diagnostics, parts consumption, and outcomes from unstructured field notes.
Each job links to the asset's full service history, manuals, and known best fixes.
Technicians get context and fix recommendations on mobile before they arrive on site.
Completed jobs trigger accurate invoices and inventory updates automatically.
Who it's for
Field technician
Service operations director
Finance & systems
Field operations fail in the gap between dispatch and the driveway. Schedules are built on static rules that ignore traffic, skill gaps, and parts availability. Technicians arrive without the asset’s history or the manual for its firmware version. And the truth about what happened on site lives in notes typed up hours later — which is why billing lags, inventory drifts, and the same defect gets rediscovered at every site it appears.
The hub pulls the fragments together: work orders, technician profiles, field notes, safety checklists, parts records, and asset telemetry. Agents extract diagnostics, parts consumption, and service outcomes directly from unstructured notes, so the structured record exists the moment the job closes — no evening admin, no re-keying, no lag between work done and invoice sent. Every service event is traceable to its source: the note, the checklist, the telemetry reading.
Scheduling gets smarter with the same data. Jobs route on real constraints — the right skills, the right parts, the shortest path — and reroute when an escalation or a delay hits, without unraveling the rest of the day.
First-time fix rate is where field economics are won. The hub raises it by giving technicians what the best technician already knows: the asset’s complete history, past fixes for this failure mode, and the manual sections that matter, delivered on mobile before arrival. Safety compliance is enforced in the same flow — checklists and risk assessments verified complete before work begins.
Because field notes become structured data, patterns become visible. The hub detects recurring defects across an asset class, correlates telemetry with failures, and flags the assets likely to fail next — so maintenance gets scheduled before the emergency gets dispatched. Dispatch, inventory, and billing finally read from one shared record.
Objections, answered
Agents extract diagnostics, parts consumption, and outcomes from the note the technician actually wrote, and every extracted value keeps a link back to that source. Extractions below confidence queue for review instead of posting silently, so the invoice stands on evidence.
It reads from it. Work orders, notes, checklists, and telemetry flow in from your existing field systems; the hub builds the unified record and the intelligence layer on top, and pushes clean data back to billing and inventory.
Yes — every service event carries its source: the note, the checklist, the telemetry reading, the parts record. Safety compliance is verified before work begins rather than reconstructed after, so the record settles the dispute.
Context delivery starts as soon as work orders and asset history connect — history, past fixes, and manuals on mobile. Pattern detection across sites sharpens as closed jobs accumulate in the record.
Watch them become one traceable record — diagnosis, parts, invoice — with the recurring defect you have been missing surfaced live.
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