Qualify / Predicted outcome

Increase approval rates by 30%.

QUALIFY turns claim, property, storm, and inspection evidence into predicted outcome and modeled probability of payment.

See the model
ClaimPredict on iPhone: predicted approval with low confidence for an example property
ClaimPredict hail report on iPhone: radar-estimated hail at the property on the date of loss
Approval rate

+30%

Better qualification

01 — The model shows its work

Know what’s likely to pay — and why.

A prediction is useful only when the inputs remain visible. QUALIFY keeps the evidence behind the recommendation attached to the decision.

  • Property

    Roof age · material · geometry

  • Claim

    Carrier · loss date · deductible

  • Weather

    Storm timing · hail signal

  • Findings

    Inspection evidence · observations

02 — The answer

From evidence to a decision.

Confidence stays legible — never hidden behind a generic AI answer.

Predicted outcome
Approval
Confidence
High
Next move
Proceed

Example record. A prediction is a model estimate, not a coverage decision or payment guarantee.

High

Confidence

Predicted approval

Qualify

Know before you commit more spend.

See how predicted outcome and payment probability can improve claim selection and approvals.

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