Install AI where it actually compounds.
Most AI rollouts fail the same way — someone installs a chatbot or an agent nobody asked for, it doesn't fit the actual workflow, and the team quietly stops using it. What's missing is the strategy layer before the tooling. I come in, map your real workflows, find the three to five places AI genuinely compounds leverage, and help you install it there.
// Who it’s for
Built for operators in specific situations.
- Founders drowning in operational work that used to need a team.
- Small agencies trying to ship more client work without hiring.
- Operators who already tried an AI tool or two and weren't impressed.
// The problem
What this engagement exists to fix.
You know AI should help. You've bought the tools. But the day-to-day hasn't changed, and the work that should compound is still being done by hand. The gap is usually not the model — it's the glue: the workflows, the context layer, the permissions, and the human decisions about what AI should and shouldn't own.
// The approach
How I work through it.
Start with a full workflow audit. Map where hours actually go. Identify the three places AI would compound leverage — not the places that sound impressive. Prototype inside a real workflow, not a sandbox. Ship one high-leverage integration, document it as a playbook, and hand off the rest so you can build without me later.
// Deliverables
What you walk out with.
- 1
Workflow map of your actual operating model — where hours are going today.
- 2
Prioritized AI opportunity report: three to five places AI would compound, ranked by ROI and implementation cost.
- 3
One high-leverage workflow built end-to-end and installed in your tooling.
- 4
Playbook document so your team can replicate the pattern across adjacent workflows.
- 5
A 30-day check-in review to tune what's working and kill what isn't.
// Engagement format
How the engagement is shaped.
Shape
Fixed-scope engagement. Audit + one installed workflow + playbook.
Timeline
Roughly 4–6 weeks end to end, depending on access and scope.
Investment
Starts at $6,500. Exact scope priced after an intro call.
// What makes this different
The decisions that actually matter.
Strategy before tooling.
I don't pick the tool first. I find the problem worth solving, then match the tool. The order matters. Most rollouts fail because they invert it.
Installed, not advised.
You don't leave with a PDF and a prayer. The first workflow ships during the engagement, running inside your stack with your team actually using it.
Replicable patterns.
The playbook I hand off is explicitly designed so you can apply the same pattern to three other workflows after I'm gone.
// Related services
Other places I work.
Productized SaaS Builds
From validated idea to launched product. Built lean with AI as the scaffolding, not the crutch.
Process Audits
A focused review of how you're spending your time and where you're bleeding hours. Delivered as a clear report with a short action list.
Content & Thought Leadership
Build-in-public content strategy for founders who want to be known for what they're actually building.
Ready to talk through what this could look like for you?
Book a 30-minute intro call or drop me a note. I’ll come back with a rough scope and a direct answer on whether this engagement makes sense for where you are.