
April 11, 2026
Turn inventory age into a refresh plan
IT cannot predict every failure — with assignments, issue logs, and returns already in inventory, I turned that history into model lifespan baselines and proactive refresh planning.

April 11, 2026
IT cannot predict every failure — with assignments, issue logs, and returns already in inventory, I turned that history into model lifespan baselines and proactive refresh planning.