AI systems
Build the trusted workflow.
For teams whose important work is still carried by scattered context, manual handoffs, and AI experiments that have not become reliable enough to run.
Work with me
Important work, translated into systems people trust.
I help founders and operators turn important, stuck workflows into AI-enabled systems their teams can trust. The work usually starts with a real constraint: scattered context, a fragile handoff, a product decision, or a process that lives in a few people's heads.
I bring senior operating judgment, plain-language strategy, agentic workflow building, and coaching fluency to the same table. The point is not to add more AI theater. It is to make consequential work easier to own, repeat, and improve.
The moment
When the demo is not the work.
The work matters. The process is unclear. Knowledge sits in a few heads, the team has tried tools and prompts, and the current version still depends on heroic manual effort.
I come in when the hard part is not choosing a model. It is translating the work: what decision has to improve, what humans still need to own, what the system should remember, and how the team will trust it after launch.
Invitations
Two ways into the same work.
Coaching
Stay steady through the leap.
For founders and project leads making large creative moves in technology, where the work needs energy, alignment, product judgment, and a high-context thinking partner.
AI systems
Trust is built through artifacts.
I am most useful when the need is not another advisory deck or a brittle prototype. The proof is in the operating artifacts: the map, the workflow, the instructions, the review loop, and the handoff that lets other people carry the system.
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 work.
Name what is actually stuck.
We start with the decision, handoff, workflow, or operating rhythm that is carrying too much ambiguity. The goal is to make the real problem plain enough to build around.
Translate the work into a system shape.
I map what the system should remember, what humans still need to own, where judgment belongs, and what a trustworthy handoff needs to include.
Make the smallest useful version real.
The work becomes prompts, agents, workflows, review loops, documentation, or lightweight product surfaces that can be tested against actual operating needs.
Transfer trust back to the team.
I stay close to the people carrying the work so the new system has ownership, training, guardrails, and a rhythm for improving after launch.
Artifacts
What you leave with.
Decision map
What needs to improve, who owns each judgment call, and what the system should make easier to see.
Workflow spec
The source material, steps, interfaces, review points, and failure modes that define the work.
Agent instructions
Prompts, operating rules, examples, and handoff notes that make the workflow repeatable instead of mystical.
Evaluation rhythm
Checklists, adoption habits, and guardrails for knowing whether the system is helping the work become more trustworthy.
Engagements
Ways to start.
$200/hour
Best for: A stuck workflow, product decision, architecture question, or founder/operator knot that needs a clear next move before a larger commitment.
You leave with: You leave with sharper diagnosis, practical next steps, and a concrete sketch of the system, decision, or conversation that needs to happen next.
Typically 40 hours/month
Best for: Teams ready to turn AI use cases into workflows people can adopt, document, improve, and trust inside real operating conditions.
You leave with: You leave with shipped workflow pieces, source-grounded instructions, evaluation habits, team enablement, and a handoff rhythm that keeps the work owned.
$1,200/month
Best for: Founders and project leads making high-stakes technical or creative moves where the inner work, product choices, and operating cadence are tangled together.
You leave with: You leave with clearer decisions, steadier execution, and a repeatable practice for turning insight into action. Paid ahead of each month; includes four sessions and async communication as needed.
Fit
Make sure this is the right kind of work.
Check whether this is the right shape
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.
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