Many companies see little impact from AI tools because generic models don’t align with how teams actually work.
A contracts team struggled to use an off-the-shelf tool until the company mapped their workflow and fine-tuned the model.
The result:
more accurate outputs, less manual effort, and a 30% boost in throughput.
The takeaway for leaders is that context is essential—real productivity gains come from aligning AI with specific team processes.