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Ingests claim documents, extracts structured data, scores fraud risk, recommends payout decisions.
Features
5
Tech
10
Steps
5
Insurance Claims Agent
Capabilities
Every capability is shipped end-to-end — not a feature flag. You get a working slice on day one and we expand from there.
Feature 01
Reads handwritten forms, photos of receipts, ID scans.
Feature 02
Cross-references prior claims, geolocation, social media.
Feature 03
Confirms coverage and applies deductibles automatically.
Feature 04
Drafts settlement amount with reasoning.
Feature 05
All evidence in one screen for human approval.
Stack
Production-tested tools chosen for reliability, observability, and developer velocity. Every piece is swappable.
System at a glance
A simplified view of what comes in, what the agent does with it, and what it produces. Each arrow is observable end-to-end.
Inputs
Agent
Insurance Claims Agent
Plan → tool-call → reflect, with approval gates.
Tools the agent calls
Outputs
Engagement
A 5-step process from kickoff to handover. Every step has a deliverable you can sign off on.
Codify all your claim doc types and required fields.
Codify regulatory and internal fraud heuristics.
Replay historical claims to validate quality.
Adjusters approve every decision while the agent learns.
Auto-approve low-value/low-risk; escalate the rest.
Outcomes
Real numbers we see when Insurance Claims Agent ships on top of an actual workflow. Specifics vary with starting baseline, data quality, and scope — but these are the ranges.
Outcome 01
−70%
Documentation time
Per encounter / record / case — clinicians, lawyers, agents recover hours daily.
Outcome 02
99%+
Compliance pass rate
Built-in policy checks before any artifact is finalised.
Outcome 03
+25%
First-contact resolution
Domain-tuned agents understand jargon and context human triage doesn't.
Sample use cases
Three concrete scenarios where teams deploy Insurance Claims Agent today. Your engagement starts with one of these (or your own variant) and expands from there.
A GP sees the patient; the agent transcribes, drafts the SOAP, suggests ICD-10 codes, posts to Epic — clinician signs in 30 seconds instead of typing for 10 minutes.
A property agency uploads 50 new listings — descriptions, virtual staging hints, MLS-ready posts, social variants in 3 languages — all from raw photos + facts.
Photographed receipts + claim forms get OCR'd, matched to policy, fraud-scored, and routed — adjusters approve in seconds instead of digging through PDFs.
Typical engagement
Most Insurance Claims Agent engagements follow this shape. We give you a firm quote after a 30-minute scoping call, and the price is fixed up-front so you can budget.
2-3 weeks
2-4 weeks
Ongoing
Indicative range
$3,500 — $9,000
Full project, scoped + fixed up-front. Includes pilot, production, and 30 days of post-launch support.
Or hire us by the week
from $1,200/wk
Embedded retainer — best for evolving scopes.
Also in Industry Specific
Often deployed alongside — or instead of — Insurance Claims Agent.
Listens to clinician-patient conversations, drafts SOAP notes, fills EHR fields, all HIPAA-compliant.
View detailsGenerates property descriptions, virtual staging copy, MLS-ready listings, and multi-channel posts.
View detailsMatches candidates to JDs, pre-screens via async interviews, ranks the shortlist with reasoning.
View detailsAdaptive 1:1 tutor — diagnoses gaps, builds personalised lesson plans, gives Socratic feedback.
View detailsTell us about your data, your tools, and what success looks like. We come back within one business day with a clear plan, price, and timeline.