AI-DATA-STRATEGY5 MIN READ
Name the data product owner before the model owner
Use role clarity to separate data accountability from model delivery responsibility.
Maya M VP Marketing A Name the split B Ask for owner C Lock the cadence The conversation 20 sec Pilot tension Maya wants the AI campaign recommender live in two weeks. The source field changed twice last month, and the ML team found three conflicting mappings. If ownership stays vague, the pilot will ship a model on unstable business meaning. 3 source mappings 2 wks launch pressure
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