Most businesses don't need another AI experiment. They need one system that actually works, built from a first-principles audit of how they operate, not a vendor demo. I audit. I build. I deploy. Then we stack.
I didn't start in tech. I started in operational consulting, energy audits, SOP reviews, workflow optimization across some of the most heavily regulated industries in the country. I learned to find what's broken before recommending what to build.
That same lens is what I bring to AI.
I've built and deployed production agentic systems for a cannabis compliance operation, a real estate investment firm, an energy incentive sales organization, and a full creative production studio. Four completely different businesses. Four completely different problems. The same result every time: the team does more. Not fewer people doing the same work, the same people doing work that wasn't possible before.
Three pillars. Sequential, not parallel. Each one earns the next.
“One system. One win. That's where we start.”
Before we build anything, we audit how your business actually runs. Your workflows, your bottlenecks, the manual work that's burning your best people's hours. From first principles, not assumptions, not templates. The output: a clear AI Opportunity Map ranked by ROI potential and speed to implementation.
Learn more“We ship. We don't pilot.”
Custom agentic workflows. Integrated tech stacks. Systems that connect your tools and run in production. Whether it's a sales pipeline automation, an executive dashboard, a compliance documentation system, or a custom AI assistant built for your team, it goes live, not into a slide deck.
Scope Your Build“Once you see it work, we build the next one.”
The first system builds trust. Trust is when we stack. Full AI integration across your operation: sales, ops, executive reporting, team workflows, each new system compounding the efficiency of the last.
Talk About a Long-Term Build“AI systems built and deployed across cannabis compliance, real estate, energy consulting, and creative production, not pilots. Production systems running today.”
Cannabis Compliance · SOP design· Real estate investment · Energy incentives · Creative production
What does your team actually do all day? Where does time go that shouldn't? What's the one thing that, if it ran itself, would change everything? That's where we start.
You see the time come back. You see the output go up. That's the proof of concept, but it's not a concept. It's live.
Each system compounds the last. At the end of a full engagement, your operation runs at a level of output that wasn't possible before, with the same team.
Every business owner I've worked with has the same fear: that bringing in AI means losing the people who make the business run.
That's not how I work.
The goal isn't to remove value from your roster. It's to free it up. When your best people stop doing the work a system can do, they start doing the work only they can do. That's where the real growth is, not in headcount reduction, but in what your team is finally able to focus on.
I don't cut labor. I multiply output.
No cost, no obligation, first principles audit
A first-principles audit of your operation. I identify your single highest leverage AI entry point, build the business case for it, and hand you a deployment. When you are satisfied with your first experience, we map out the rest of the project.
You'll leave knowing exactly where AI moves the needle in your business, what it takes to ship it, and what ROI looks like on the other side.
Implementation, custom builds, and full-stack agentic deployments are scoped to your project.
Book a 20-Min Call to Get Started →
My background is operational consulting: energy systems, incentive programs, SOP design, workflow optimization. I came to AI the same way I came to everything else: find what's broken, understand why, fix it at the root.
I've applied that lens to four completely different industries and built production AI systems in all of them.
Full storyNo vertical specialization. Industry-agnostic discipline, proven where it matters.
Agentic workflows built inside one of the most regulation-heavy environments in the country, intake, qualification, documentation.
Full operational stacks: buyer intake, comparables engines, sales automation, executive dashboards pulling live data.
An agentic system handling lead intake, qualification, and handoffs autonomously across utility rebate consulting.
Connected production pipelines that pass work between tools and refine their own output, integrating AI across the full creative pipeline.
One 20-minute call. I'll tell you exactly where AI can move the needle in your business, and what it would actually take to ship it.
No pitch deck. No commitment required.