Use hypotheses to guide change, not assumptions..

Measure outcomes—not just activity.

Pivot when needed: even “failed” experiments generate insight.

Define Value Early

At the start of any change, write down the expected customer or business outcome. This acts as a north star.

Eliminate Waste

Encourage teams to identify steps in their processes that don’t add value (redundant approvals, waiting times, rework) and target these for change.

Customer Voice

Include feedback from end-users or stakholders when scoping changes. Their input helps validate that what you consider “value” truly matters to them.

Link to Metrics

Tie each change to a value metric (e.g. load time improvement, error rate reduction, user satisfaction score) so you can measure if value was actually delivered

A3 Lean Change Canvas

Compact format to document problem, root cause, and plan. (add link)

Change Hypothesis Tracker

Log, test, and learn from each experiment.  (add link)

Book

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