Why Most AI Contract Management Projects Fail: A Contrarian Perspective
The contract management software market promises revolutionary efficiency gains through artificial intelligence, yet implementation failure rates remain stubbornly high. Industry surveys consistently show that fewer than thirty percent of legal AI projects meet their original objectives, while many others are quietly abandoned after disappointing results. The conventional wisdom blames inadequate budgets, insufficient training data, or resistance from legal professionals. This analysis argues that these surface explanations miss the fundamental problem: organizations are solving the wrong problem with AI, automating broken processes rather than reimagining contract management for an intelligent era. The typical AI Contract Management implementation begins with a flawed premise: that the primary value of artificial intelligence lies in replicating human contract review more quickly and cheaply. Vendors showcase impressive demos of AI extracting clauses, flagging risks, and populating d...