A claims desk that closes its own loop
A permissioned agent reads intake documents, drafts adjudication, and escalates anything below a confidence floor. Every action is traced and replayable.
Reference architecture · Financial infrastructure
Normalised multi-venue ingestion with deterministic replay, so teams can reproduce any minute of the day. Infrastructure only — no strategy, no advice, no return claims.
Multiple venues, multiple formats, and no way to reproduce what the system saw at a given moment. Post-incident review was guesswork.
We normalised ingestion across venues into a single typed event stream and made the whole path deterministic, so any ninety-day window can be replayed bit-exact. Latency budgets became build-time contracts: a p99 regression fails CI.
This engagement was infrastructure only. WebDior did not build trading strategy, provide investment advice, or make any claim about returns.
Each figure is the measurement the system is held to. These are placeholders from the design comps until client-approved numbers replace them.
Measured continuously; a regression here fails the build.
Measured continuously; a regression here fails the build.
Measured continuously; a regression here fails the build.
This reference architecture sits under our financial infrastructure capability. Its figures are illustrative until a client approves the real ones.
A permissioned agent reads intake documents, drafts adjudication, and escalates anything below a confidence floor. Every action is traced and replayable.
OCR repair, entity resolution and a domain fine-tune turned an unsearchable corpus into a retrieval layer with a defensible accuracy benchmark.
Contracts and an indexer with a full replay suite, so every state transition is reproducible before it ever reaches mainnet.
Tell us the system you can't get built. We come back with a short, paid discovery — a clear plan and a fixed first milestone — usually within two working days.
A working session to map the problem and define what "good" is measured against.
Architecture, milestones and a fixed first deliverable — yours to keep, either way.
Embedded with your team or as a dedicated pod, shipping with traces, evals and docs.