Read the evidence
Extract facts with source references, missing-field state and contradictions.
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INSURAGENT · PROPERTY UNDERWRITING
A working agent with evidence at every boundary.
InsurAgent reads a property submission, retrieves internal context, checks external sources, calls deterministic rules and pricing, and prepares a decision for an underwriter. Its most important output is not prose—it is reviewable state.
VALIDATED SYNTHETIC RUN CASE 01
TRACE STEPS57
ERROR CODES0
FINAL CONTROLHuman
THE RUNTIME
One workflow. Four distinct responsibilities.
The model is used for interpretation and planning. Business-critical evaluation stays behind typed tools, versioned packages and explicit governance gates.
Retrieve context
Search policy, customer, sanctions, company and hazard sources through bounded tools.
Call the rules
Send controlled inputs to deterministic appetite, authority and rating services.
Hand control back
Prepare a recommendation and preserve the final decision for the underwriter.
RUN EVIDENCE
Three scenarios designed to expose failure modes.
These are synthetic property submissions. They demonstrate system behaviour; they are not claims about production accuracy or commercial underwriting outcomes.
Clean, rateable submission
AUD 12,240 technical premiumThe evidence is sufficient to execute the property rules and return a reviewable price.
Conflicting sprinkler evidence
Conflict retained for reviewThe agent does not silently choose between the proposal and the supporting schedule.
Non-rateable construction
No invented premiumA missing rule match becomes an explicit gap instead of an improvised pricing answer.
REPLAY THE SYSTEM
Inspect the interface and the trace.
The walkthrough shows the authenticated product surface. The evidence replay focuses on the state that supports review and diagnosis.
DESIGN POSITION
Useful precisely because it knows where to stop.
Unknown is a valid state
Missing evidence is never promoted into a business fact merely to complete an output.
Fallbacks remain visible
A degraded search or unavailable pricing service is recorded rather than disguised.
Rules keep their provenance
Document-derived rules must preserve their source, review state and version.
The underwriter owns the decision
The system can recommend, refer and explain. It cannot silently assume authority.
REPRODUCIBLE INPUTS
Review the synthetic source documents.
The public cases use deliberately fabricated businesses and insurance details.
PRIVATE DEMO
Test it against a workflow you understand.
Share the kind of documents, rules or underwriting boundary you want to examine. A useful demo starts with a concrete failure mode.