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Local-first AI systems shaped by real work
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Built where work happens. Contained end to end.
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Systems run inside the perimeter. Nothing leaks.
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Real work is messy, distributed, and embedded in internal systems. Cloud AI often cannot operate there. Useful AI runs inside the environment and supports human decision-making — not abstract it away. We sit with the operators, map the steps, and build a system that mirrors what actually happens.
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