A hybrid consultancy bridging the gap between high-fidelity design systems and complex autonomous AI engineering. 

Ship AI that works in production
Your team adopted AI tools but delivery metrics haven't moved. We fix the harness, the orchestration, the process documentation, the eval infrastructure so your agents actually compound instead of generating noise.

Design AI people trust
Powerful AI that users avoid is wasted investment. We design the interfaces, feedback loops, and human-agent workflows that drive adoption, so your AI investment translates to measurable behaviour change.

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