- The taskInsurer asks for one lab result
- Within its permissionsClaims agent opens the patient’s record
- Also within its permissionsReads medications and clinical notes
- Diagnoses, medications, clinical notesFull medical history sent to the insurer
One insurance claim, four steps. Try it with and without Darkhunt.
Plugs in by SDK, gateway or plugin
SDKs for Python and TypeScript
LangChain / LangGraph
OpenAI Agents SDK
Vercel AI SDK
Source: IBM Institute for Business Value, 2026, survey of 2,000 technology executives
Pick the agent’s next action
- 01Open the claim
- 02Read the lab result
- 03Read medicationsNot needed
- 04Read clinical notesNot needed
Next actionSend the full history to the insurer
Held for a person to review.
StoppedOne insurance claim
Claims agent
2 allowed1 flagged1 stopped
01Opened the patient’s claimAllowedPart of the task
Data touched: the claim Tool used: patient record lookup
02Read the lab resultAllowedThe item the insurer asked for
Data touched: one lab result Tool used: patient record lookup
03Read medications and clinical notesFlaggedPermitted, but more than this task needs
Data touched: medications, clinical notes Tool used: patient record lookup
04Tried to send the full history to the insurerStoppedMore than the task asked for. Sent to a person to review.
Data touched: diagnoses, medications, clinical notes Tool used: insurer upload Nothing was sent. The lab result can go once a person approves.
- SOC 2 Type IAudited
- HIPAAAligned
- NIST AI RMFAligned
- ISO 42001Aligned
- OWASP LLM Top 10Mapped
- MITRE ATLASMapped
- EU AI ActMapping in progress, planned 2027
