Real software. AI on the inside.
We build production systems that turn messy information — testimony, consultations, public records, transactions — into evidence you can act on. Engineers, not advisors. Every engagement ships running software.
What we build
Knowledge & evidence systems
Knowledge graphs where a mention is not a claim, a claim is not a finding, and a finding is not a fact. Retrieval that shows its sources.
Voice & document intelligence
Real-time transcription and structured note generation. Extracting structure from PDFs, statements, contracts, technical reports.
Platforms & pipelines
Cloud Run and Kubernetes platforms, scheduled pipelines, agents, and the alerting that makes a degraded system announce itself.
Selected work
All seven projects →How engagements work
Three shapes. Each one ends with software running somewhere, not a document.
Diagnostic
We take your messiest data source and come back with a working prototype plus an honest answer on whether AI earns its place.
Build
Design and engineering through to production: the pipeline, the store, the interface, the deployment, the alerting, the handover.
Product partnership
Technical leadership on a product you own, or a co-built venture. Selective, and only where the domain is worth years.