Ship your first AI system. End to end.
We take one opportunity — usually the top pick from an Audit — and build, deploy, and hand over a production AI system. Plugged into your real stack. With observability, guardrails, and a playbook your team can run without us.
- You already know what you want to build (or completed an Audit).
- You have a real process with real data — not a hypothesis.
- You need a working system, not a proof of concept that dies in a demo folder.
- You want your team to own the system at handover — not be locked in to us.
- You care as much about observability, cost, and compliance as about the "wow" of AI.
Production AI system
Live, in your infrastructure (cloud or on-prem), integrated with your real data sources. With authentication, rate limiting, and cost controls from day one.
Safety & accuracy guardrails
Input validation, output filtering, hallucination checks, escalation paths, and content policies — tuned to your compliance posture.
Full observability stack
Metrics, structured logs, traces, cost dashboards, quality evals, and alerts. You can see exactly what the system is doing, how well, and for how much.
Continuous evaluation harness
Automated test cases covering accuracy, bias, latency, and cost regressions. Your team can change prompts or models without flying blind.
Operational runbooks
Incident response, model updates, data drift handling, cost optimisation. A binder of procedures, not a hope.
Team training & handover
Live sessions with engineering, operations, and stakeholders. Code walkthroughs. Three post-launch office hours. You leave the engagement capable of extending the system yourself.
Scope
Success criteria, non-goals, data contracts.
Design
Architecture, model selection, safety spec.
Build
Iterative development in your staging env.
Evaluate
Accuracy, latency, cost, bias benchmarking.
Ship
Production deploy. Monitoring live.
Handover
Training, runbooks, post-launch support.
Reduction in manual-work hours for the targeted workflow
P95 latency for user-facing interactions
Uptime target, monitored end-to-end
Typical payback window