Teach AI to Work Like a Member of Your Team

Teach AI to Work Like a Member of Your Team

Many companies see little impact from AI tools because generic models don’t align with how teams actually work. At a Fortune 500 retailer, a contracts team struggled to use an off-the-shelf tool until the company mapped their workflow (“work graph”) and fine-tuned the model using reverse mechanistic localization. The result: more accurate outputs, less manual effort, and a 30% boost in throughput. The takeaway for leaders is that context is esse…