Start with the URS, not the demo
The biggest predictor of MES program success is the quality of the URS. Anchor it in real process flows, exceptions and integration boundaries - not vendor screenshots.
Design recipes for the operator, not the engineer
S-88 recipes that mirror operator cognition reduce training time by 30%+ and dramatically lower right-first-time deviations.
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VI
Author
Vyana Insights
MES Practice
Senior practitioners at Vyana Healthcare specialising in pharma digital transformation, MES, SAP and AI-led operations.




