Commit to a human review rule for markdowns

Define a human-review trigger for AI markdown recommendations in a retail pricing or merchandising workflow. AI markdown pilot where price changes can affect margin, brand trust, customer fairness, and merchant strategy. For AI markdown recommendations, I will require human review when [threshold or risk condition] occurs, with [merchant/pricing owner] accountable for approval, and [evidence] required before the recommendation can ship. A merchant receives an AI markdown recommendation above 20 percent for a new private-label product line A pricing lead sees AI markdown outputs that differ sharply by customer segment or loyalty tier A retail finance partner wants to automate clearance…

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