ClaimReadyDemo: synthetic claims, simulated insurer
Back to the discharge queue

Ravi Kumar, claim C-101

Patient34 male
DiagnosisAcute appendicitis (K35.80)
TreatmentLaparoscopic appendectomy
Stay2026-10-24 to 2026-10-26
Pre-authRs 50,000
What this demo claim shows: Nothing to fix. Shows that a complete file passes straight through.
Not run yet

1. Claim file

Synthetic patient and documents
Insurer and policy
Sahyog General Insurance (fictional), Arogya Shield Plus, sum insured Rs 5,00,000
Policy since
2022-03-10
Room
General ward, Rs 3,500 a day for 2 days
Desk note
Planned discharge 11:30 today

Documents in the file

2. Bill lines and evidence

Not checked yet
LineDescription and codeAmountEvidence
L1Laparoscopic appendectomy package
PKG-APPX-LAP
Rs 44,000Not checked
L2Pharmacy, post-operative medicines
PHA-OP-221
Rs 2,850Not checked
L3USG abdomen
RAD-USG-ABD
Rs 1,900Not checked

3. Policy checks

Deterministic rules engine, not the language model

The rules run when the agent calls the policy tool. Each result cites the clause it comes from.

4. Agent trace

0 tool calls
LLM planner, gpt-4.1-miniThis deployment has a model configured. The language model will choose each tool call; you will see its reasoning notes.

Press Run the agent. Every card is a real tool call with its input and output; nothing is pre-recorded.

7. Messages with the insurer

Hospital and insurer go back and forth here until the claim is approved or rejected

Loading the conversation.

Notes and help from a person