Resources
Where leaders start.
Diagnostics, briefings, and reading designed for the people who fund AI decisions and the people who execute them.
Tools
Pressure-test your thinking.
Self-serve · 20 minutes
AI Workforce Readiness Assessment
Five dimensions. Thirty-four questions. A stage score and narrative readout you can take to the board.
Take the assessment →
Working session · 30 minutes
Executive briefing
Walk through AI Workforce Architecture™ scoped to your business: your roles, your functions, your economics.
Request a briefing →
Engagement · 8–12 weeks
Run a Blueprint
Productized, fixed fee. A board-ready AI value-creation plan tied to your roles, workflows, and economics.
Scope a Blueprint →
Today's Ask
The expectations have changed in the last 12 months.
The playbook hasn't caught up.
Show AI-driven margin
The board and sponsor want a credible AI value-creation plan in this year's operating review, not next year's.
Don't break the workforce
You also own retention, engagement, and capability. A reckless AI rollout creates a different P&L problem.
Avoid pilot sprawl
Teams are launching disconnected AI experiments. Most won't compound. Some will create governance issues.
Defend the decisions
Any consequential AI decision (role changes, automation, headcount) needs a defensible record. You don't have one. Yet.
Reading
The thinking behind the discipline.
The WorkGraph Stack™
Built from the work up, not the org chart down. Why outcomes mislead and where change actually begins.
Augment · Automate · Rethink
The three decisions AI forces on every role, and how to make them deliberately.
Five Stages of the Human + AI Workforce™
A maturity model for the hybrid workforce, reassessed quarterly as AI evolves.
Why current options fall short
Big 4 decks, AI tools, internal task forces, insight engines: what each one misses.