Field notes

Thinking from the work, not the whiteboard.

Short notes on the problems behind SAM Mate and Housekeeping Journey. These are observations and product hypotheses, not formal operational guidance.

Safety understanding · 5 min read

Completing a Take 5 is not always the same as understanding it

Language support can make pre-task safety more understandable without taking the final decision away from the worker.

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Housekeeping operations · 4 min read

Why room-run planning needs to adapt after the shift starts

A useful route is a suggestion the team can understand and change, not a rigid promise made before the day begins.

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