AI-DATA-READINESS5 MIN READ
Close a drift loop with OODA
Use the OODA loop to respond to data drift signals in an AI workflow without jumping from alert to action.
The alert Escalation predictions double after a product launch, and the team has to decide whether the data is broken or the world changed. OODA prevents reflexive retraining on misunderstood data. OODA Observe, Orient, Decide, Act Move quickly, but keep the meaning-making step between signal and response. Alert to action Retrain now A fast response that does not mistake context shift for data corruption. Do not decide before you orient. 01 Observe 02 Orient 03 Decide 04 Now try
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