Case studies
Client names are withheld where confidentiality applies. The problems, architectures, and measured results are real.
Healthcare
Problem
Clinicians were spending over two hours a day on documentation, and prior-authorisation packets took three business days to assemble.
What we built
We built a HIPAA-aligned summarisation and packet-assembly pipeline with clinician-in-the-loop review, grounded on the EHR and payer policy library.
Outcome
Financial Services
Problem
Compliance analysts manually reviewed thousands of transaction narratives per week, with inconsistent quality between teams.
What we built
An agentic review workflow with retrieval over regulation and internal policy, confidence scoring, and full audit logging for regulators.
Outcome
Manufacturing
Problem
Field maintenance knowledge lived in 20 years of unstructured service logs that nobody could search effectively.
What we built
A retrieval and failure-prediction system over service history and manuals, delivered as a shop-floor and field-technician assistant.
Outcome
Technology
Problem
An AI feature shipped fast, then quietly degraded — no evaluation, no observability, and rising inference spend.
What we built
We introduced golden datasets, CI evaluation gates, tracing, and a model gateway with routing and spend caps.
Outcome
We can walk through architecture diagrams, evaluation results, and lessons learned on a call.
