Start hereA better changeover starts before the line stops.
A practical readiness review for the tools, materials, people and instructions your next format change will need.
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the next run.
Practical thinking on changeovers, production knowledge and the small details that help teams prepare better.
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Ideas to take to the lineStart here
SMED starts with observation, not a faster stopwatch.
Look closely at the work around a changeover before deciding what can move outside the stop.
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Build a baseline your team can trust.
Define the clock, compare similar transitions and keep the context behind every changeover duration.
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Keep the lesson after the shift ends.
A short debrief structure that preserves the observations, context and next action behind a difficult changeover.
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Keep standard work close to the work.
Make approved instructions easier to find, apply and improve without losing control of revisions.
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Find the loss that keeps coming back.
Turn recurring observations into a focused investigation without confusing a repeated tag with a root cause.
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Useful AI needs the context of the line.
Why production knowledge needs source records, applicability and human review before an AI suggestion becomes useful.
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Start with one line. Learn something real.
A focused pilot brief for testing a changeover workflow: one transition family, a useful question and an agreed review.
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Put a better question
to work.
Explore how Cadensa connects preparation, observations and the next comparable run.
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