Writing on AI product management, project management, and enterprise AI delivery.
Nearly every product manager uses AI daily, and almost no organization can prove what that's worth. What actually changed in the job in 2026, and a 90-day plan to close the gap.
About four fifths of the two jobs are identical. The other fifth is where every interview, pay negotiation and bad hire now happens, broken down stage by stage by someone who's worked both.
Painful and automatable are different properties, and most failed AI projects confuse the two. Ten processes with what to automate, what to keep human, and how each one fails, plus the test to score the other nine hundred.
