Work With Me
Practical AI workflow design for teams that need clarity before automation.
I help teams look at the work they already do: documents, emails, spreadsheets, handoffs, reviews, decisions, and recurring processes. From there, we identify where AI can support the workflow without removing the human judgment, context, and accountability that still matter.
I am not currently accepting consulting engagements while I finalize the methodology and implementation materials.
Want to understand the thinking first? Read the Method →
The Problem This Program Addresses
Organizations purchase AI tools and licenses expecting transformation. But workflow outcomes remain limited because teams lack a clear implementation method.
People know where the problems are — the manual processes, the data wrangling, the repetitive tasks. But they don't have a structured way to go from "we should use AI for this" to a working, governed solution.
Fear and risk block practical implementation — concerns about security, governance, and job impact create paralysis. Teams need a safer, controlled path to prove value.
The Approach
A workflow-first methodology that prioritizes practical outcomes over AI enthusiasm
Workflow-First
Start with real workflow problems, not AI capabilities. The workflow defines the solution, not the other way around.
Team-Led
Your team identifies the problems and builds the solutions. My role is facilitation and methodology, not ownership.
Small-Scope Pilot
Focus on one workflow at a time. Prove value before expanding. Low risk, measurable outcomes.
Governed & Human-in-Loop
Security, oversight, and human judgment built in from day one. No black-box automation.
Playbook-Driven
Create documentation and templates your team can reuse. Build capability, not dependency.
Repeatable
What works for one workflow becomes a pattern for the next. Build organizational muscle.
How I Work
I do not begin with a tool recommendation. I begin with the workflow. The goal is to understand what is actually happening, where the friction lives, what needs human review, and where a small AI-assisted system could make the work clearer, faster, or more reliable.
Map the workflow
Document the real steps, inputs, and handoffs as they happen today.
Identify friction and risk
Find where the work stalls, repeats, or carries quality and governance risk.
Design a small AI-assisted process
Shape the smallest useful system that addresses one real point of friction.
Keep humans in the loop
Build in review, judgment, and accountability rather than black-box automation.
Turn the result into a repeatable playbook
Document what worked so the team can reuse and adapt it without me.
What This Is Not
Being clear about the boundaries matters as much as the promise.
Planned Program Structure
Current direction — being refined based on development
12-Week Guided Format
Structured timeline from workflow identification to working solution and playbook documentation
Weekly Sessions
Regular touchpoints to review progress, troubleshoot blockers, and refine the solution
One Workflow Focus
Deep focus on a single high-impact workflow rather than scattered experimentation
Playbook Creation
End with documented templates, processes, and technical guidance your team can reuse
Why There's a Waitlist
I'm intentionally developing this program before launch — refining playbooks, templates, facilitation materials, and technical guidance.
I want the first engagements to be high quality and repeatable. Building it properly takes time, but it means you'll get a better program when it launches.
The waitlist is how I stay connected with people who are interested, and how I'll prioritize pilot spots when they become available.
Program Development Status
Last updated: February 2026
This Is For Teams Who Are
Start Here — Free Resources
While the program is in development, these resources can help you start thinking about AI workflows
AI Workflow Readiness Checklist
Coming SoonEvaluate whether your team is ready to implement AI-assisted workflows. Covers governance, data, skills, and organizational factors.
Why AI Rollouts Stall: A Workflow Diagnostic
Coming SoonA framework for understanding why AI initiatives lose momentum and how to diagnose workflow-specific blockers.
Workflow Opportunity Scoring Template
Coming SoonA practical worksheet for identifying and prioritizing which workflows would benefit most from AI assistance.
Join the waitlist to be notified when these resources become available
Frequently Asked Questions
Are you accepting consulting clients right now?
Not yet. I am intentionally developing the full methodology, playbooks, and facilitation materials before taking on engagements. This ensures the first teams I work with get a high-quality, repeatable process.
What kind of teams is this for?
Teams with workflow-heavy processes who want to move from AI discussion to practical implementation. Ideal for operations managers, department leads, innovation teams, and transformation leads in organizations that have AI tools but struggle to get measurable workflow outcomes.
When will the pilot open?
Timeline TBD. Waitlist members will be the first to know when pilot spots become available, and will have priority access to early engagements.
Can I join the waitlist even if I'm not sure yet?
Absolutely. The waitlist is for anyone interested in following the program development, getting updates, and having early access when it launches. No commitment required.
Will you offer workshops or advisory before the pilot launch?
Possibly. As the program develops, I may offer smaller engagements or workshops for waitlist members. Join the list to stay informed.
Two Different Lists
These are separate on purpose. Join the one that fits where you are.
The Work With Me Waitlist
For teams, managers, or organizations interested in workflow design, practical AI implementation, or future guided programs. Use the form on this page to join.
The Newsletter (Substack)
For essays, practical AI reflections, book-adjacent thinking, and updates. This is the ongoing reading relationship, not the team workflow path.
Follow on Substack →Join the Waitlist
Get updates on program development and be first to know when pilot spots become available
Not Ready to Work Together Yet?
You can still follow the thinking and the experiments as they develop.