Summary
Des Traynor argued the copilot era is “largely” over: enterprise software must shift from augmenting humans to agents executing outcomes under human guidance. Jennifer Smith framed the key unlock as capturing a company’s “specialized intelligence” so agents understand how work is actually done, while both emphasized evaluation, observability, and careful autonomy boundaries.
Key Topics
5 key topics from Des Traynor, Jennifer Smith and Luisa Bomke at HumanX Amsterdam 2026. Thicker branches were mentioned more often in the talk.
Rewriting the Operating Model for the AI Era
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Key Takeaways
- Redesign products around outcomes, not marginal AI assistance.
- Capture institutional workflows before deploying autonomous agents.
- Define success metrics before expanding agent autonomy.
- Use staged rollouts and evals to validate agent behavior.
- Keep humans where judgment or regulated sign-off matters.
“The reality is everyone's product has to change.”
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