How It Works

From first report to predictive signal in minutes.

A four-step workflow that fits inside your existing claims operation. No rip-and-replace, no waiting for IT cycles.

01

Connect your claims platform

Native integrations with Origami, Guidewire ClaimCenter, Riskonnect, and most major WC platforms. Predictions flow as fields, dashboards, or webhooks — whichever fits adjuster workflow.

02

Stream FROI data

First reports of injury feed Canotera in real time. Optional enrichment from medical bills, ISO claim search, jurisdiction, and employer history sharpens the signal.

03

Receive predictive signals

Each claim returns an escalation risk score, reserve forecast range, and litigation likelihood — within minutes of FROI receipt, attached to the file in your CMS.

04

Measure and refine

Stewardship dashboards compare predicted vs. actual outcomes. Models retrain on your closed-file data so accuracy compounds across renewals.

Timeline

Pilot in a week. Production in 30–60 days.

A representative-claim pilot runs in under a week — no integration required to evaluate. Full portfolio deployment, including adjuster training and stewardship reporting, typically lands inside 30–60 days, scoped against your intake cadence and reserving discipline.

Give us twenty minutes and one claim. We'll produce real signal.