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Every claim checked for completeness the moment it arrives

When a claim arrives from your intake form or portal, the flow pulls out the policy number, claimant, date and place of loss, description, estimated value and third-party involvement. A claim with no policy number waits for your claims team to chase.

Operations · Insurance · Something arrives from another system · 5 stepsA person is asked at “Ask for the rest”

AI Factory · Claim intake · run 1246a real run on synthetic data · recorded Sep 11, 2026
When something arrivesA submission arrives
Pull out fieldsWhat do we have?1.6 s
If / elseIs anything missing?
Ask a personAsk for the rest
Answer shownThe complete set
4 of 5 steps ran1.6 s end to end<$0.001 model costDrag the canvas, or any step, to move it around.
Asked: “A synthetic home-insurance claim arrives, without an estimated value.”

policy_number: HP-449120
claimant_name: Alex Example

date_of_loss: 2026-09-02

location: Kitchen of a ground-floor flat

description: Water leaking from the flat above has stained the kitchen ceiling and lifted the laminate floor.

estimated_value: (blank)

third_party_involved: The upstairs neighbour; their details are not yet provided

Why teams run it

Claims arrive incomplete, and the gap is usually found by an adjuster days later, after the file has been assigned and opened. Every one of those round trips adds days to settlement and another call from a claimant who has already told you what happened.

How it is governed

  • Only a correctly signed webhook call can start a run.
  • Absent details are left blank, never filled in by guesswork.
  • An incomplete claim waits for a person; the flow assigns nothing itself.
  • Every submission and decision is kept in the run history.
Who runs it
Claims operations managers; Claims handlers; Intake and first notification teams.
What you supply
Your intake requirements as a knowledge source.
What “a person approves” looks like in the product: the run stops, the banner says what approving will do, and until someone decides, nothing leaves the system. A demo workspace on synthetic data.

From template to a live agent

The same builder, tests and release review apply to a template as to anything built from scratch.

Open it as a working flow
Every step, source, branch and approval is already in place, and every one of them can be changed before it runs on your data.
Prove it before it ships
An evaluation set can gate the release, so a change that breaks an answer never reaches anyone. A question it cannot answer from the sources leaves the gate unproven, not passed.
Keep a person on the decisions
A run that needs a decision stops and says exactly what approving will do, and who it is waiting for.
Publish where people work
A form, an embedded widget, Microsoft Teams or a scheduled batch — with its own access and limits per deployment.
What teams usually change
Choose which details must be present before a claim passes; Add fields your lines of business need, such as vehicle or property; Name the claims queue that chases incomplete submissions.
Step 02, in the product: an evaluation set that gates the release. A question it cannot answer from the sources leaves the gate unproven, not passed. A demo workspace on synthetic data.

Questions buyers ask

Does it decide anything about the claim?
No. It reads what was submitted and checks it for completeness; there is no step that assesses liability, values a claim or makes a payment. Those decisions stay with your handlers.
Can it ask the claimant for what’s missing?
Not in this template. It pauses once and asks your claims team to chase, and their decision closes the run, so contact with the claimant stays with a person.
What counts as an incomplete claim?
By default a submission with no policy number stops for a person, and any other absent detail comes back blank. You can change the check in the builder so any field you choose must be present.

See it run on your own data

We open it in the builder, point it at a sample of your documents and systems, and run it with you.