Target environment

Connect the workflow from lead to completed work and cash.

For field, home, and specialty service businesses whose CRM, dispatch, payments, accounting, calls, and documents do not tell one coherent story.

Discuss this operating problem Explore solutions

Potential use cases

Start with one measurable workflow.

The first project should be bounded enough to deliver, evaluate, and operate without a broad system replacement.

Lead and response analytics

Scheduling and utilization forecasting

Estimate-to-invoice visibility

Document and customer communication workflows

Worked example

Which requests should limited crews handle first?

Open-data demonstrationNYC 311 Service Requests from 2020 to Present. Public snapshot used as a proxy for dispatch-intensive field work.

Open source information

Source, licence and limits

Sources311 service requestsLocation · category · age · borough

NigatForecast and decision modelBaseline · uncertainty · monitoring

OutputCrew allocationSend crews where risk concentrates

Borough Request type Available crews 8

Unresolved requests…Matching the current filter

High priority…Explainable score of 70 or above

Priority coverage…Weighted, at the selected capacity

Hotspots reached…Highest risk first

Unresolved requestHotspot reachedBeyond capacity

Clusters ranked by risk, with borough, leading request type and volume
Cluster	Leading request type	Borough	Requests	Risk

Open the full demonstration

Start with the operating problem

Show us where the work slows down.

You do not need a polished technical brief. Describe the decision, handoff, report, document workflow, or AI initiative that is harder than it should be.

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