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For a start do a ABC classification of inventory and then categorize into Moving/ Non Moving/ Slow Moving inventory.
Target for A class - Non moving inventory. Either use it up or prepare a liquidation plan to reduce the unnecessary inventory.
Historical baseline data cleaning will also bring the unhealthy inventory down which has no impact on customer service.