
Leadership
Stop celebrating hours saved with AI. It is an AI ROI trap.
Time and cost savings are input measures. Neither has ever moved a market. The three layers of AI ROI, and why most marketing business cases live in the wrong one.

Field notes
Essays and playbooks from the CMO++ team written for founders and operators building B2B tech companies through their next inflection.

Leadership
Time and cost savings are input measures. Neither has ever moved a market. The three layers of AI ROI, and why most marketing business cases live in the wrong one.
