Insurance Claims Intake Automation FNOL to adjuster-ready in minutes
A new claim is captured, checked against the policy, triaged for severity and acknowledged — before an adjuster sees it.
- Installed for you · one-time$249
- Run for you$297/month
- Custom build · this process$8,000–15,000 one-time
- Starts whenClaims inbox, portal event, call transcript
The subscription handles one line and email/portal channels up to 500 claims a month with the file delivered to a queue. Claims-system integration, call transcripts and straight-through estimation are a custom build. Custom builds start at $2,000 site-wide; this band is for this process and its integrations.
Insurance Claims Intake Automation is an automation Agentmelt installs in Claims system (Guidewire ClaimCenter, Duck Creek, Snapsheet, in-house) and Policy admin. The free template is a file you import yourself; the kit ($49) adds the setup guide and prompts. Installed for you costs $249 one-time and is live within two working days of access, with a recorded walkthrough and 30 days of fixes. Run for you costs $297/month, with setup and maintenance included. A custom build of this process is $8,000–15,000 one-time; custom builds start at $2,000 site-wide. No call is needed for any option. Written by Max Zeshut; last revised 2026-09-17.
Reference stack: Claude + n8n. Node names are on each step; the file is under the template.
Founder at Agentmelt
Reviews every build before it goes live; the workflow escalates to a person, never past one.
What is insurance claims intake?
Insurance claims intake automation handles the first notice of loss: it captures the claim from phone transcripts, email, portal or app, extracts the facts, verifies the policy and the coverage, triages severity and fraud indicators, fast-tracks the straightforward claims and assigns the complex ones with a complete file — so the adjuster's first hour is spent adjusting, not creating the record.
- The first day of every claim goes on creating the record, verifying coverage and deciding who handles it.
- Claims arrive by phone, email, portal and app, and each channel has its own half-filled form.
- Simple glass or low-value claims wait in the same queue as the complex ones.
- Coverage gets verified twice — once at intake, once by the adjuster.
- Fraud indicators are a gut feeling, not a check that runs on every claim.
If two of these are yours, this is the process to look at first. Free audit — or read on.
What it looks like once it runs.
First notice of loss arrives by phone, email, portal and app, and the first day is spent creating the record, verifying coverage and deciding who handles it. The workflow captures the claim from any channel, extracts the facts, verifies the policy and coverage, triages severity and fraud indicators, fast-tracks simple claims toward settlement, and assigns complex ones to the right adjuster with a complete file and an acknowledgement already sent to the claimant.
- 8:50 A claim notice arrives by email. Claimant, policy, date, cause and amount are extracted.
- 8:52 The policy is checked for the loss date: coverage, limits, deductible, exclusions.
- 8:55 Severity and fraud indicators are assessed; a simple, clearly covered claim is fast-tracked.
- 9:00 The claimant gets a plain-language acknowledgement with a claim number and what happens next; the file is created and assigned.
Claims sit in an intake queue for days. Adjusters spend their first hours on data entry and coverage lookups. Simple claims get the same handling as complex ones, and claimants hear nothing until an adjuster calls.
Every claim has a record, a coverage check and a severity score within minutes. Claimants get an acknowledgement with their claim number and what happens next. Simple, low-value claims move to a fast track; complex claims reach the right adjuster with the facts, the policy sections and the fraud indicators already assembled.
Trigger, then 8 steps.
All eight steps run without anyone; a person sees only what the guardrails escalate.
Claims inbox, portal event, call transcript
Capture the notice
From email, portal, app or call transcript: claimant, policy number, date and place of loss, description, attachments (photos, police report, invoices).
Extract the facts
Loss date, cause, location, parties involved, injuries, property damaged, estimated amount, witnesses, and a structured description — with confidence per field.
Verify policy and coverage
Policy status on the loss date, coverages and limits, deductible, endorsements and exclusions relevant to the cause of loss, from the policy admin system.
Triage severity and complexity
Rules on estimated amount, injury involvement, liability questions, multiple parties and coverage ambiguity produce a severity tier and a complexity flag.
Screen fraud indicators
Checks for known indicators — loss shortly after inception, inconsistent narrative, prior similar claims, unusual claimant behaviour — and lists what it found with the evidence; it flags, it does not decide.
Route
Fast track: low severity, clear coverage, no indicators → straight-through estimation or a desk adjuster. Standard: assigned by line, territory and workload. Complex/SIU: senior adjuster or special investigations with the file.
Acknowledge the claimant
Claim number, what was received, what is needed next and who will contact them, drafted by the agent in plain language and sent after a human click for complex claims.
Create the file and assign
Claim created in the claims system with the extracted data, documents, coverage summary, severity and indicators; adjuster assigned; intake-to-assignment time tracked.
No step waits for a person.
What the workflow hands to someone, by rule:
- Fraud indicators are flagged with evidence for SIU review, never used to deny or delay a claim automatically.
- Claimant communications are approved by a person for complex or injury claims.
Every claim has a record, a coverage check and a severity score within minutes
Every claim has a record, a coverage check and a severity score within minutes.
No decisions needed. Anything the guardrails flag is handed to a person; the rest ran alone.
Each pattern page explains it in plain words and lists every automation that uses it.
The template is built on n8n (how the n8n AI Agent node works); the same steps run on Make, Zapier or plain code. The tool is chosen to fit your accounts, you own the result, and the template comes in all three formats.
Data it touches
- Claims channels (email, portal, app, call transcripts)
- Policy admin system (coverage verification)
- Prior claims history
- Claims management system
- Fraud-indicator rules and SIU referral criteria
Guardrails
- Coverage determinations and claim decisions are made by adjusters; the workflow verifies and summarises.
- Fraud indicators are flagged with evidence for SIU review, never used to deny or delay a claim automatically.
- Claimant communications are approved by a person for complex or injury claims.
- Every automated step is logged on the claim file for regulatory audit.
The first hour decides the claim's cost
Claims that are acknowledged quickly, assigned correctly and handled at the right level cost less and close faster; claims that sit in a queue accumulate frustration, attorney involvement and leakage. Intake automation attacks exactly that first hour: the record exists, coverage is checked, severity is known and the claimant has heard from you before an adjuster would previously have seen the file.
Fast track without cutting corners
A large share of claims — glass, minor property, low-value auto — have clear coverage, low amounts and no indicators. Routing them to a fast track with straight-through estimation or a desk adjuster is how carriers get cycle time down for everyone else. The workflow's triage rules identify them from the extracted facts and the coverage check, and the rules are the carrier's, versioned and reviewed.
Fraud screening that stays on the right side of the line
The screening step looks for the indicators SIU teams already use and lists what it found, with the evidence, on the file. It does not score the claimant, deny, or delay. That separation — flag for a human, never act — is what regulators expect and what keeps the automation defensible.
What it connects to.
| Tool | Role in this workflow |
|---|---|
| n8n | Multi-channel intake, extraction, triage, routing |
| Claude | Fact extraction, indicator screening, claimant communications |
| Claims system (Guidewire ClaimCenter, Duck Creek, Snapsheet, in-house) | Claim file of record |
| Policy admin | Coverage verification |
| Telephony (Five9, Talkdesk) | Call transcripts |
Want this running without building it?
$297/month
We set it up in your tools, run it on our servershost it on our n8n cloud (or deploy it to your own n8n, Make or Zapier), watch it, and fix it when something changes. Setup included, cancel monthly; the automation stays yours if you leave.
$8,000–15,000 one-time
Your systems, your rules, your edge cases. A one-off build delivered into your accounts to keepon Claude and n8n, delivered into your accounts to keep, with documentation and a recorded walkthrough.
The subscription handles one line and email/portal channels up to 500 claims a month with the file delivered to a queue. Claims-system integration, call transcripts and straight-through estimation are a custom build.
Also sold one-time, installed in your own accounts, as part of the insurance agents & brokers package — do it yourself $49 · installed for you $249 · done for you $490.
When this becomes a custom build.
The subscription covers the standard version — $297/month, setup and maintenance included. Three things move it to a custom build ($8,000–15,000 one-time), delivered into your accounts to keep. If one of them is you, say so on the audit and the plan prices both.
Claims-system integration so the file is opened and assigned automatically, not delivered to a queue.
Call transcripts and voice notes as an intake channel.
Straight-through estimation for simple claims, or above 500 claims a month.
Running the standard version first is the usual path: the exceptions it logs in the first month are the scope of the custom build, with your own numbers. How custom builds work.
Frequently asked questions.
Can it settle simple claims automatically?
Straight-through estimation and settlement for defined low-value claim types is possible as a custom build with explicit authority limits, and many carriers start with fast-track assignment to a desk adjuster instead.
How does it handle phone-reported claims?
Call transcripts from the telephony platform are processed like any other channel; the extraction handles conversational narratives. Live-call AI intake is a separate voice-agent build.
Is it compliant with claims-handling regulations?
The workflow supports compliance: acknowledgements within required timeframes, full audit logs, and human decisions on coverage and fraud. Jurisdiction-specific timeframes and notices are configured per state or country.
What does AI claims processing automation cover, and what does it leave to people?
It covers intake: capture, extraction, coverage verification, triage, acknowledgement and assignment. Reserving, investigation, negotiation and settlement stay with the adjuster; the workflow can fast-track a claim to a person with a recommendation, but it does not settle.
What this blueprint is built on.
Vendor documentation the steps rely on, and the rules the guardrails are written against.
- ACORD — Standards and architecture www.acord.org/standards-architecture
- NAIC — model laws and regulations content.naic.org/model-laws
- n8n docs — AI Agent node docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.agent/