Most "AI consulting" stops at slides. I take a seat in your business and rebuild how it runs — automating the work, wiring AI through operations, and leaving you with leverage: a company that does more on a fraction of the hours. I'm doing exactly that across four of my own ventures right now.
The point of AI isn't a chatbot or a tool you bolt on the side. It's leverage — designing the business so the work mostly runs itself, with people freed for the judgment that actually moves it.
I don't drop in a tool and leave. I look at how the whole business runs — sales, operations, approvals, accounting, compliance — and rebuild those workflows with AI woven through them, so the routine work is automated or handled with a light human touch, and every automated decision still has a person who owns it.
The proof is how I work. I'm currently active in four businesses — a wholesale mortgage lender, a security-services firm, a real estate fund, and more — and AI is what lets me be genuinely effective in each on a part-time footing. That's the same outcome I build for clients: not more software to babysit, but a business that runs leaner and better.
Some owners want me embedded for the long run. Others want the engine built, proven, and handed over so they're self-sufficient. I do both — and they're priced and scoped differently.
I take a standing seat in your business — the AI leader you couldn't justify hiring full-time — and keep making it run better, month over month.
Best when: you want AI leadership embedded for the long haul and a business that keeps getting leaner. I take on only one or two of these at a time.
I design it, build it, and advise you through stand-up — then hand you a self-running operation and step away. No permanent dependency.
Best when: you want the capability built and proven, then owned in-house. This is a consultant engagement with a clean exit.
Three businesses, three different industries, three different ways of working. The common thread is the method: redesign the operation around AI, then make it run.
Brought in with a partner to rebuild an existing multi-state wholesale lender that had one person in operations, no real sales team, and non-delegated lending partners only. We re-architected the whole business around AI: automated broker approval, a fully automated broker portal, and an internal portal running operations, accounting, HR, and compliance — fully automated or with a light human assist.
On the business side, we added warehouse lenders, took them from non-delegated to three delegated lending relationships (more on the way), and stood up a sales organization from the ground up — built across dedicated subdomains so every facet of the company has its own AI-driven home.
A pure build-and-hand-off engagement. I'm using AI to develop the business plan, the strategic plan, and the operations design for a new security-services company — so the firm is built to run on AI from the start rather than retrofitted later.
Once it's stood up, I step away and the team runs it. The plan is to return down the road — when the business is generating revenue — to design the next layer of systems. The whole point is to leave them self-sufficient, not dependent.
For a private real estate fund focused on distressed and value-add assets, I use AI to review distressed opportunities in bulk and surface recommendations — turning a slow, manual screening process into something fast and repeatable.
On the operations side, AI is helping stand up the investor-facing platform: secure document storage, reporting, and tax documents, so investors have a clean home for everything they need.
I know lending and real estate cold, so operators in those worlds get a partner who already speaks the language. But the approach isn't industry-specific — it works for any small or mid-sized business with real workflows to streamline.
We map how the business actually runs and find the workflows where AI removes the most drag — the repetitive, high-volume, rule-clear work.
I build the automations and tools and wire them into operations — designed to run reliably, with a human owning every decision that matters.
Then we widen it — workflow by workflow — so the business keeps getting leaner and the leverage compounds instead of stalling after one pilot.
Good results aren't luck. There's a discipline to building an AI-native business: design the workflows around AI instead of bolting it on, keep a human accountable for every automated decision, and widen it one proven workflow at a time so the gains compound. That's the approach behind every engagement.
Part of doing this well is knowing the best thinking in the field and putting it to work — the same way getting the most out of AI means knowing how to use the best tools. I draw on established frameworks for building AI-native organizations and apply them through real, hands-on operating experience.
My approach is informed in part by the Exponential Organization / Organizational Singularity body of work by Salim Ismail and contributors. I'm an independent operator applying these ideas in practice — not affiliated with or certified by any framework. The experience is the credential, and it grows every day.
Not ready to rebuild everything? Start with a focused engagement: a clear, practical read on where AI will pay off in your business first, and a roadmap to get there. A low-commitment on-ramp that often leads to a build.
Once the tools are in place, your people need to actually use them. I can train your team to work alongside AI day to day — practical and hands-on, tied to your real workflows, not generic theory.
A no-pressure call to understand the business and where the friction really is. You'll leave with a clear, honest read — whether or not we work together.
I come back with a practical plan: what to automate first, what it takes, and which way of working — retained seat or build-and-hand-off — fits best.
We build, wire it in, and prove it on real work — then widen it. I stay in it until the leverage is real, not just recommended.
Tell me what you're working on. The first conversation is free, and you'll leave it with a clear, honest next step.
