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 · Web3
Settlement rails with deterministic tests
Contracts and an indexer with a full replay suite, so every state transition is reproducible before it ever reaches mainnet.
01Web3
The problem
Settlement contracts are unforgiving: a bug is permanent and public. The team wanted the test suite to be the deliverable, not the contracts.
02Web3
What we built
We wrote contracts alongside a deterministic replay harness covering every branch, plus fork tests against real mainnet state. The external audit returned zero critical findings.
03Web3
What it proved
The indexer keeps lag under one block, so downstream systems never reconcile against stale state.
→What it is held to — illustrative figures
The numbers
Each figure is the measurement the system is held to. These are placeholders from the design comps until client-approved numbers replace them.
Coverage
Measured continuously; a regression here fails the build.
Audit findings
Measured continuously; a regression here fails the build.
Indexer lag
Measured continuously; a regression here fails the build.
This reference architecture sits under our web3 capability. Its figures are illustrative until a client approves the real ones.
↺
Other reference architectures
Market-data plumbing that stops guessing
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.
A custom pipeline for a 40-year archive
OCR repair, entity resolution and a domain fine-tune turned an unsearchable corpus into a retrieval layer with a defensible accuracy benchmark.
→Start here
Let's build
the impossible.
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.
01
Discovery
A working session to map the problem and define what "good" is measured against.
02
The plan
Architecture, milestones and a fixed first deliverable — yours to keep, either way.
03
We build
Embedded with your team or as a dedicated pod, shipping with traces, evals and docs.