Patent infringement audits used to take days for a legal counsel to run.
After taking the Claude Code course, she did one in a single day — and actually caught a real case that is now in legal proceedings.
When C messaged me about it, I genuinely could not believe it.
From student to client
C was originally a student in my AI workshop. Later she became one of my corporate training clients. She is the legal counsel at a few-dozen-person company.
After the course she came back to us saying her company had a need. We hopped on a video call and she walked me through the legal-side story:
Searching for patent infringement used to be a manual process. Days to run one round. After plugging in Claude Code, one day. The number is impressive, but what really got me was the next sentence: she actually found a real infringement case, and it is already in legal proceedings.
Why this case stuck with me
I have always believed Claude Code is not just for engineers. Whenever I said that, most people put a question mark on it. I was the only one who believed it, because I am that one non-engineer user.
C’s example removed that question mark for me.
When a legal counsel can use Claude Code to audit patent infringement — when the legal department of a few-dozen-person company starts treating it as a daily tool — this stops being an “individual case” and starts being a workflow paradigm shift.
This is not “AI replacing legal”
Important to be clear: Claude Code did not replace C. C used Claude Code to compress a 3-5 day task into 1 day. The remaining 2-4 days she now uses to look at more cases, or research existing cases more deeply.
That is the opposite of the “AI replaces humans” narrative. The actual pattern is that C became “a legal counsel who uses AI” — and the legal counsels who do not are the ones starting to fall behind.
Tools change. Some people use them, some do not. That divide never goes away.