We operate in a highly regulated industry and want to automate our document review with AI, but our compliance officer is blocking it out of fear of liability. How do we use Keith Cunningham's Thinking Time to structure a low-risk testing framework that satisfies our legal obligations?

Question

Tyler Smith · Accepted Answer

To break the deadlock with your compliance officer, do not try to push past their objections. Instead, allocate forty-five minutes of dedicated Thinking Time to address the root of their fear. Frame your session with this specific question: How might we design a parallel testing environment for our AI document review so that we can prove its accuracy without exposing our clients or our firm to regulatory risk?

Use your Thinking Time to design a double-blind staging process. Instead of replacing your compliance officer's workflow, position the AI as an assistant that runs in the background. In this setup, the human compliance officer reviews the documents as they always have, while the AI reviews the exact same files simultaneously. At the end of each week, the compliance officer compares the two outputs to audit the AI's accuracy, identifying any missed errors or false positives.

This parallel testing framework turns a scary, systemic change into a controlled scientific experiment. It respects your compliance officer's duty to protect the firm while generating the objective data needed to prove the technology's reliability. Once you have a quarter of data showing zero missed errors, you can bring these metrics to your weekly Level 10 Meeting™ to confidently adjust your documented Core Processes and safely scale your operations.