Industries / Distributed Workforce Operations
Field service · frontline · contractor networks

AI for the teams that don't share a roof.

Field crews, contractor networks and frontline workforces run on schedules made by people, tribal knowledge and radios. We turn that into intelligent dispatch, on-device guidance, and quality you can prove without a phone call.

25%Faster first-time fix
Offline-firstWorks without signal
SOC 2Controls from day one
Where it hurts

The problems we hear every week.

Tribal knowledge

When the experienced tech leaves, so does the playbook

Critical know-how lives in heads, group chats and PDF runbooks nobody updates.

AI-assisted runbooks and on-call expertise routing that capture knowledge as it's used.
Schedule churn

Plans rebuild every morning

Weather, no-shows and emergencies kill margin. Dispatchers replan by hand and SLAs slip.

Dynamic dispatch that re-plans in minutes, not days.
Quality you can't see

Work happens 200 sites away

Quality assurance is a phone call to a supervisor who wasn't there.

Computer-vision and structured-data quality checks at the point of work.
Where AI earns its place

Use cases we deploy.

01
Intelligent dispatchMatch jobs to skills, geography and SLA in seconds.
02
Mobile work-order assistDrafted notes, suggested parts and risk flags on-device.
03
Quality assurancePhoto + form-based quality scoring at the point of work.
04
On-call expertise routingConnect field techs to the right expert, fast.
05
Knowledge captureTurn close-out notes into a searchable, evolving playbook.
06
Safety incident triageFlag near-misses from reports and on-device signals.
How we'd help

Four services, built for the frontline.

01 / STRATEGY

AI Strategy

Use cases ranked by operational impact and feasibility across dispatch, work quality and safety.

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02 / AUTOMATION

AI Automation

Dispatch, work-order assist and customer comms — measured in hours returned per dispatcher and tech.

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03 / INTEGRATIONS

Integrations

Native delivery into ServiceMax, Salesforce Field Service, Workday and your mobile stack.

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04 / WORKFLOWS

Workflow Automation

Dispatch-to-completion workflows redesigned so techs decide and machines handle assembly.

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Trust & compliance

Frontline-ready, not desk-only.

Most enterprise AI assumes a desk and a fast network. We build the AI that ships to phones and rugged devices — works offline, syncs later, and respects the privacy of workers in the field.

  • Offline-capable inference on phone and rugged hardware
  • Frontline worker privacy by design (consent, retention)
  • SOC 2 controls and audit-ready logging
  • Cross-platform delivery: iOS, Android, rugged scanners
Devices
iOS · Android · Rugged
Connectivity
Offline-first
Controls
SOC 2
Privacy
Worker-aware

Smarter dispatch. Better first-time fix.

30 minutes, no jargon — an honest read on where AI fits across your frontline.

Book a call →