Program delivery and technology advice reinforce each other — disciplined plans need honest technical judgment, and new tools need team buy-in.
Embedded program leadership for work that spans teams, vendors, and stakeholders — structure without bureaucracy.
Clear answers on where AI genuinely fits your business, where it doesn't, and what a defensible posture looks like for the next two years.
WorkAI Compass maps any role or industry to a task-by-task AI breakdown, grounded in peer-reviewed research. No signup, no commitment — start there, then reach out when you're ready to act on it.
Working tools you can run right now — the same structured thinking I bring to advisory engagements.
Pick any industry and role; get each task mapped to the right delivery method — LLM, traditional ML, automation, or human judgment — with exposure data covering 800+ roles and a Claude-generated executive brief.
Plain-English questions over federal transit safety manuals, answered with cited, source-traceable passages — auditable by regulators and staff.
A stalled program, or a board that keeps asking about AI — a short conversation is usually enough to tell whether I can help.
