Traditional system integrators were built for long programmes and large teams. We were built for shipping. A small embedded expert squad joins your stack and owns delivery against measurable outcomes.
Four to six experienced operators. No staffing pyramid. Each squad maps to a single business outcome and stays small.
Owns the architecture and the relationship. Reports to your engineering leadership.
Build, evaluate, and harden the agents — instructions, memory, tools, eval loops. Live in your codebase from week one.
Shapes the human-in-the-loop experience and the agent's surface area.
Plumbing, observability, cost and policy controls. The discipline that makes this safe to run.
We map your data, governance perimeter, and the highest-leverage workflow. We leave with a scoped pilot or a clear "not yet."
Stand up the platform: model gateway, evals, observability, policy. The plumbing every agent will share.
Ship the first agent into a governed production workflow. Real data, real users, governed loop.
Compound. Add agents and workflows on the same governance spine. We stay only as long as we earn it.
Reflection is part of the system. Agents surface weak signals, learn from reviewed mistakes, and improve through feedback, evals, memory, and governance. Every production slice ships with feedback loops — evals, reviewer notes, escalation analysis — wired into the orchestration and platform layers. The system improves through governed feedback, never by bypassing it.