The cutover must protect local robot continuity without giving up the evidence needed to investigate it.
Factory uptime depends on local operation, while policy assurance depends on complete and retrievable records.
Who you’d be doing this for
“I watched the cell keep moving, then spent half the morning guessing what version made those picks.”
Iveta Lewandowski · Robotics Engineer
Owns policy validation and incident investigation for the customer’s production robot cell.
What is at stake
Several robot runs cannot be tied to a policy after the factory network drops. You must weigh uninterrupted cell operation against evidence that can support a future policy decision.
Why it isn’t already fixed
Every obvious fix costs something else. That’s the part you’d have to decide.
- cell continuity vs. policy traceability
- cutover date vs. validation confidence
- reusable architecture vs. customer-specific constraints
- local autonomy vs. central visibility
Why Applied Intuition
Dana’s robot-learning workflow is judged on whether physical AI deployments remain operable and traceable in the customer’s real environment.
Written with these in mind
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This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.