01AI Engineering
The model is the easy part. We build the system around it that keeps working when the model doesn't.
- Retrieval and evaluation harnesses
- Structured output with schema enforcement
- Retries, idempotency, and cost ceilings
- Fallback paths when a provider degrades
02Voice & Audio
Ingest, transcode, diarise, transcribe, align. Pipelines that don't drop a frame at 3am.
- FFmpeg transcode and normalisation
- Speaker diarisation and turn alignment
- Word-level timestamps and search indexing
- Realtime and batch transcription
03Agents & Automation
Tool-using systems with guardrails, human checkpoints, and an audit trail you can hand to a regulator.
- Scoped tool access and permissioning
- Human-in-the-loop approval gates
- Full decision audit trails
- Deterministic replay for debugging
04Product Engineering
Applications built to be handed over, not babysat. Your team should be able to read the code.
- Laravel and Next.js application work
- Flutter clients for iOS and Android
- API design that survives its second consumer
- Documentation written for the next engineer
05Platform & Scale
Queues, workers, storage, observability. The part that decides whether it survives Monday.
- Queue topology and worker sizing
- Object storage and media lifecycle
- Tracing, metrics, and alerting
- Load characteristics measured, not assumed