Now.

A short note on what I am working on this season. Updated when the work shifts.

Engagements.

Running autonomy maturity assessments and carrying their findings into transformation decisions at executive level. The assessments produce findings that contradict received wisdom about where operators sit. Those findings are what I write about.

Standards.

Architecting the business-layer extension to the TM Forum Autonomous Networks Map, for public release this year. Co-chairing MAMA. Sitting on the AN Core Team as it evolves the Autonomous Network Levels evaluation tool and its link to value measurement.

Writing.

One issue of Level 4 Autonomy Insights roughly monthly. Drafts are sharpest right after a workshop or a board presentation, so the cadence follows the engagement calendar, not a content schedule.

Speaking and judging.

DTW Ignite this season, including a panel on culture shock. Recent panel on the AOMM Survey. Judging the TM Forum Excellence Awards in the Autonomous Networks category through the season.

Last updated 2026-05-31.