Case studies

Every case study below is a shipped internal AI build for a client in a regulated niche. Each one names the problem, the build, the measured result, and the safety design that kept it inside the rules. I publish a new study at least once a month.

If you are evaluating whether AI can help your practice, the studies below are the closest thing to a free trial. Read two or three. If the patterns look like your week, book a call.

Every study below is published with the client's review and approval. Numbers are pulled from the actual systems that ran the build. Where a client cannot share the underlying data publicly, I name the metric, name the magnitude, and explain the methodology so a sophisticated reader can verify it on a call.

If a study is missing here that you saw me reference somewhere else, it is probably under review or under an active NDA. Ask on the call and I will tell you what I can.