Insurance / Claims operations

Move claims intake from document queue to governed case workflow.

Turn claim intake signals into structured situations, triage recommendations, human approvals, and governed case actions — with evidence at every step.

Claims handler reviewing intake queue and damage photos with triage recommendations

Claims Intake & Triage

First-notice-of-loss arrives as mixed documents and media. Handlers repeatedly classify, re-key, and chase missing information before coverage or triage review can begin.

Improve

Intake completeness

Reduce

Time to triage

Reduce

Rework rate

Track

Handler throughput

Current workflow

  1. 01Receive FNOL
  2. 02Read and classify attachments
  3. 03Re-key claim fields
  4. 04Request missing evidence
  5. 05Triage and assign

Target workflow

  1. 1

    Intake

    Ingest documents and media inside the tenant boundary.

  2. 2

    Structure

    Create claim, claimant, policy, and evidence objects with confidence.

  3. 3

    Check

    Identify missing information, coverage cues, and review signals.

  4. 4

    Review

    Present a cited triage proposal to the claims handler.

  5. 5

    Assign

    Create approved tasks and preserve a complete decision trail.

Required data

  • FNOL forms and email
  • Policy administration
  • Claims core system
  • Photographs and reports
  • Document management

Business objects

ClaimPolicyClaimantEvidence itemCoverage cueTaskDecision

Human approval gates

  • Triage disposition
  • Coverage interpretation
  • Fraud escalation
  • Financial recommendation

Governance profile

  • Matter-scoped access
  • No autonomous payout decision
  • Cited extraction and confidence
  • Mandatory handler approval

AI co-workers

Intake co-worker

Classifies submissions and proposes structured claim fields.

Triage co-worker

Summarizes evidence, missing data, and routing options.

QA reviewer

Checks completeness, citations, and policy-gate compliance.

Evidence output

Claims Intake & Triage

  • Original submission lineage
  • Field-level confidence
  • Policy references
  • Handler approvals
  • Case audit trail

Tenant-isolated workspace integrated with existing claims and document systems.

Scope this workflow

Start with one operational problem.

You do not need a finished brief. Bring the problem — we will work out the next step together.

Or book a call with the team