Settlement Probability
With its calibrated confidence band
Forecasts on every claim. Calibrated. Traceable. On time.
Every open file gets a settlement range, escalation probability, comparable cases, reserve delta, and defense-spend posture, so your team negotiates against numbers, not instinct.
What lands on the file?
When the platform integrates with your claims system, every open file gains the same set of published values — each one rendering inside the system the team already uses.
Damage Range
Anchored to comparable outcomes
Reserve Delta
Against the reserve currently posted on file
Comparable Cases
Three files retrieved from your historical book
Drivers
What moved both values
Escalation Probability
With your team's triage threshold
The engine is the same across deployments.What changes is how it plugs in.
- 01For commercial carriersBook a Demo
- 02For self-insured enterprises, including captivesBook a Demo
- 03For TPAsTalk Integration
- 04For brokersTalk Partnership
- 05For reinsurersBook a Demo
Six capabilities
Settlement Forecasting
A calibrated settlement range on every open file, anchored to comparable claims and your own historical book — so negotiations start against a defensible number.
Escalation Risk Modeling
The probability a claim escalates to representation, suit, or complex dispute — read against every claim that escalated before it, so senior adjusters arrive on the right files early.
Case Trajectory Modeling
A forecast of how the case unfolds — escalation, litigation path, venue effects, milestones, and the probabilities on each likely resolution — to inform settle, ADR, or try.
Coverage Intelligence
The policy read alongside the facts of the claim — clauses pulled, exclusions surfaced, triggers named — so coverage is interpreted the same way across the team.
Comparable Case Intelligence
The closest comparables from millions of public and proprietary outcomes — by jurisdiction, injury, counsel, and file specifics — with what they actually settled for and when.
Litigation Spend Governance
Defense spend read against outcome across the book — by panel firm, case type, and jurisdiction — so authority and panel routing track predicted exposure, not invoice history.
Where it fits in your workflows
The platform reads from your claims systems, document repositories, and matter-management tools. We do not replace any of them — the forecast object renders inside them, via embed, API, or a thin native panel. Implementation is a phased rollout: historical claims load first, the model calibrates against your own history, and new forecasts begin once calibration meets the agreed threshold.
Input
Claims system
Forecast object
ComparablesDriversRange
Three outputs
Adjuster View
In-file panel
Reserving Queue
Drift-sorted list
Counsel Routing
Exposure over invoice history
Trust and compliance
Compliance & Encryption
Enterprise-grade security standards
The platform is ISO 27001 certified, with SOC 2 Type II attestation in progress. Data is encrypted in transit and at rest, access is role-based, and every forecast carries an audit trail back to the inputs and the comparable cases that produced it.
Data Isolation
Your data never leaves your environment
When data can't leave your environment in identifiable form, we de-identify it onsite, process only the anonymized data, and re-attach the forecast on its way back. Full on-premise deployment is on the roadmap; details live on /blog-privacy.
Run it on one of your own cases.
Send us one case ahead of the call. We process it through the platform and walk you through the forecast — the calibrated range, the escalation probability, the comparable cases, and the reserve delta — on a thirty-minute video call.