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Notes from the workshop

What we learn building automation for workflows where being wrong costs money. Real workflows, real failure modes, no filler.

2026-08-15 · ai-automation

Deterministic-first AI automation: let rules do the work, let AI explain it

Why we build business automation with explicit rules at the core and AI at the edges — and what that means for trusting the output.

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