SEEN IN MY TED TALK - TEDX GREENWOOD | "THE MISSING SKILL IN THE AGE OF AI IS DISCERNMENT"
From prompt to production, with discernment.
I help founders, small teams, and operator-led organizations turn AI from scattered experiments into systems they can actually run, without losing judgment, agency, or operational clarity.
The Everyday AI Agency Report™ · Founding 100
Most AI research studies the tools. This studies you.
Companies, models, benchmarks, productivity. That is what AI research measures. This is a citizen study of something more human: whether AI is actually helping everyday people feel more capable, clear, and in control, or just making life move faster.
Take the assessment and you won't be a respondent. You'll be an early witness to a shift, and you'll find out where you stand.
Discover your type
Everyone uses AI differently. The assessment places you in one of five AI Agency Types, each a different relationship between you and the tools.
The Curious Beginner
Interested, still finding where AI fits.
The Practical Delegator
Uses AI to lift the weight of life admin.
The Creative Collaborator
Thinks, writes, and builds alongside AI.
The Strategic Operator
Runs decisions, systems, and workflows with it.
The Guarded Humanist
Values AI, but guards judgment and identity.
Join the Founding 100
Find your AI Agency Type.
Discover Your Agency Default Settings.
Opens in a new tab · get your results instantly
Because the future of AI shouldn't only be measured by speed and productivity. It should be measured by whether people feel more capable, discerning, and in control of their own lives.
Agency in the age of AI
Why discernment matters.
The real challenge is not adoption alone. It is whether AI increases your capacity and agency, or just adds noise, dependence, and confusion. My work sits at that intersection.
The lens
Discernment
Knowing what to trust, what to question, and what an AI answer is actually worth before you act on it.
The outcome
Agency
People and teams who can use any tool wisely, and stay in control of judgment, standards, and voice.
The method
Operationalized Expertise
Turning scattered experiments into workflows you can run, review, and rely on long after the demo.
How I work
If one of these is your tension, we should talk.
I help organizations diagnose where AI can create value, design practical workflows, and operationalize the right use cases with governance, clarity, and adoption in mind. The goal is not more experimentation. The goal is dependable capability.
"We're experimenting with AI, but we don't have a clear operating point of view."
"We need adoption, but we also need standards and discernment."
"We want capability, not hype."
"We need to know what stays human, what gets delegated, and how to measure whether this is actually helping."
Speaking
Talks on AI, discernment, and the future of work.
I speak to leaders, founders, institutions, and communities about what it takes to build AI capability without losing judgment, identity, or human authority.
Core keynote
Self-Possession in the Age of AI
The leaders of the next era are the ones who stay most themselves while using AI, not the ones who adopt it fastest. The clearest expression of the thesis.
Practical systems talk
From Prompt to Production
Turning AI from scattered experiments into systems people can actually build, run, and rely on. For founders, teams, and operator-led organizations.
Governance & agent design
Think Before Your Agent Acts
Reframes agent architecture as a human-authority design problem: who is accountable when the system acts? A differentiated angle for technical and leadership audiences.
Available as keynote or hands-on workshopInstitutional & workforce keynote
Agency and the Future of Work
Connects research and intelligence work to workforce capability, adoption, and human agency at scale. Built for education, workforce, and transformation audiences.
Framework keynote
Operationalized Expertise
The bridge between the talks and the work: turning deep knowledge into repeatable systems, not one-off tools. Anchors the advisory practice and the Intelligence Desk.
Keynotes, workshops, panels, and facilitated conversations for conferences, organizations, boards, and leadership communities.
Work with me
From AI experimentation to real operating capability.
A clear path, not a menu. Start with a fit conversation, move into a working strategy session, then build the system that proves out.
Fit Conversation
Free · 20 minutes
A short, structured call to find the bottleneck and decide whether a Strategy Intensive is the right next move. No pitch, no homework.
Request a fit callStrategy Intensive
$1,500 · 90–120 min working session
One workflow, worked end to end. You leave with an Operating Capability Snapshot, a 30–90 day roadmap, and 3–5 prioritized moves. Move into a build within 30 days and the fee is credited.
Book the Strategy IntensiveAssessment & Sprint
From $5,000
Either a two-week AI Operating Capability Assessment across your workflows, or a Signature System Sprint to design and deploy one concrete system you can run.
Apply to buildAdvisory & implementation
For a small number of organizations each year, I offer deeper advisory support to turn insight into repeatable systems, operating practices, and long-term capability.
For teams & institutions
Exploring a larger engagement, speaker partnership, or institutional collaboration? Check out my capabilities one sheet for services, fit, and engagement pathways.
The Agency & Adoption Intelligence Desk
A high-touch intelligence partnership for leaders responsible for AI adoption, enablement, and workforce capability. Curated evidence, signal briefs, and pilot diagnostics for deciding what to stop, stabilize, study, or scale.
Coming soon
Stop searching for AI adoption answers. Start making evidence-backed decisions.
An always-on intelligence partnership for leaders responsible for AI adoption, enablement, workforce transformation, learning, talent, and organizational capability.
Many teams have tools, pilots, and internal excitement, but no consistent way to compare use cases, assess adoption, measure readiness, or decide what should scale next. The Desk is built for that gap: curated evidence, emerging signals, decision-ready interpretation, and practical action frameworks.
How it fits together
The Lab
Conducts and curates the research.
The Library
Stores the intelligence.
The Desk
Interprets it.
The Navigator
Turns it into action.
Intelligence Library™
A structured repository of curated evidence, cases, frameworks, signals, and benchmarks on adoption, capability, fluency, governance, and pilot economics.
Signal Briefs
Regular interpretation of what is changing, what is working, what is underperforming, and what leaders should do next.
On-Demand Intelligence
Decision memos that answer your specific questions with relevant evidence, comparable cases, constraints, risks, and recommendations.
Pilot-to-Profit Navigator™
A diagnostic that helps you determine what to stop, study, stabilize, or scale across active AI initiatives.
How the Navigator works
Every initiative is evaluated across seven dimensions, then given a verdict, not just a score.
The founding offer
A 90-day Intelligence Founding Partnership.
For up to five team members. Curated library access, weekly Signal Briefs, monthly Pilot-to-Profit deep dives, two on-demand decision questions a month, one pilot-portfolio review, and a closing executive briefing.
Best fit: organizations of 500–5,000 with five or more active pilots, tools already purchased, uneven adoption, and pressure to show value.
Where the thinking lives
More than hot takes.
The Library
A growing archive of case studies frameworks, blueprints, and resources on AI capability, discernment, agency, and the future of work. Built for people who want to think, decide, and build more clearly.
Read the latestField Notes
Where new thinking lands first. Essays, observations, and working notes . Some practical, some reflective, some early signals from the research that shape future talks, tools, and client work.
Read the latestGet in touch
Tell me what you're trying to do.
For speaking inquiries, strategic diagnostics, collaborations, and selected advisory engagements.
Speaking
Planning a conference, gathering, retreat, or team session? Share the audience, format, and timing, and I'll follow up with availability and fit.
Check availabilityConsulting & advisory
Exploring the Strategy Intensive, a capability assessment, or a deeper partnership? Share the workflow, challenge, or decision area you want to focus on.
Start the conversationYou'll hear back with the most relevant next step, whether that's a fit call, a Strategy Intensive, or another recommendation.