AI systems
Build the system.
For teams that need AI to become a real operating advantage: clearer workflows, better handoffs, reliable automation, and work people can keep using after the novelty fades.
Work with me
Large leaps, made operational.
I help ambitious teams turn messy operational work into AI-enabled systems people can trust. The work usually starts with a real constraint, moves through plain-language strategy, and becomes a workflow, product, or operating rhythm that makes the work easier, faster, or more valuable.
I also coach founders and project leads through the human side of large technical moves: the energy, alignment, product judgment, and conversations that help a big vision become something people can move with.
Invitations
Two ways I can help.
Coaching
Founder and project-lead coaching.
For ambitious founders and project leads making large creative moves in technology, where the next step needs energy, alignment, product judgment, and a high-context thinking partner.
AI systems
AI that becomes operational advantage.
I am most useful when the problem is not "we need AI," but "this work matters and it keeps getting stuck." I help identify the real constraint, name the solution in natural language, build the smallest trustworthy system, and measure whether the work changed.
This pattern shows up in coaching systems, program operations, and AI-enabled workflows at Coaching Innovation Lab; in product and leadership rehearsal work through LeadxLab; and in enterprise leadership-development contexts where the system has to serve real human judgment.
The clearest public proof is in Agentic Workflows and Coaching Innovation Lab: small systems, review loops, handoffs, and operating rhythms that make careful work easier to repeat.
How I work
The method stays close to the people.
Start with the leaders.
I work with the executive team first, because an organization can only move as far as its leaders can understand, model, and reward.
Find the real baseline.
I look at how AI is already showing up inside the company: the tools people use, the workflows that repeat, the places where judgment slows down, and the use cases worth building around.
Train through the work.
I help teams learn by working on real problems, not abstract demos, so AI becomes part of the operating rhythm instead of a side experiment.
Stay close to the people carrying it.
I support the AI champions inside the company as the automations, agents, and workflows become reliable enough to matter.
Engagements
Clear enough to start a real conversation.
$200/hour
For strategy, architecture, product, AI workflow, automation, or technical execution when you need me plugged in as a high-impact player.
Typically 40 hours/month
For teams that want steady help moving from use cases into trustworthy systems, training, and operating rhythm.
$1,200/month
Paid ahead of each month. Includes four sessions and async communication as needed.
Fit
A few useful boundaries.
Good fit
- Real operational pain with a human or business stake.
- Ambitious work that needs both clarity and movement.
- Teams ready to build, train, measure, and keep learning.
- Founders or project leads who want an energizing, high-context teammate.
Not a fit
- AI theater detached from real work.
- Generic content volume or automation for its own sake.
- Passive advice without appetite for implementation.
- Agency needs that require a large delivery team.
Connect