Edge & Local-firstDigital TwinsAI Agents

Field notes — week of Feb 24, 2025

This week's work clustered around edge and local-first architecture, digital twins and AI agents. The recurring problem: data sovereignty is demanded but rarely architected in from the start. The implication is a widening gap between what's known and what's acted on. What closes it is an explainable, always-current view of reality — the work we do.

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Nobody brings the full stack of digital twin competence — organizational, global, change management, technology strategy, and a NASA JPL-derived method — the way we do. We bring the best people together for a company faster than anyone else, and we implement it with them.

An answer that takes nine months to verify gets verified against a reality that has moved on.

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