Founder-led AI consultancy
We help CEOs and founders decide where AI earns its place in the business — then embed a forward-deployed engineer to build it inside your team, in your stack, until people run it every day.
The person who advises your leadership team is the person who builds the system. Nothing gets lost between the deck and production.
Work with the CEO and leadership team to find where AI earns its place in the business — and where it does not — before anything gets built.
Turn a complex business decision into software your team can inspect, trust, and use under pressure.
Connect fragmented records, assisted judgment, reliable controls, and human review in one working system.
A senior engineer embeds with your operators, ships into your stack, and stays with the workflow after launch to operate and improve it.
Absorb the business first: the decision, the data, the people, and the constraints that usually live in different places.
Put a working system in front of the team early, then harden it into production inside your stack.
Refine with operator feedback and new evidence so the system keeps producing outcomes people trust.
A senior forward-deployed engineer works beside your operators, absorbs the business context, and ships production AI into the systems you already run.
A founder-led build that helped a private capital advisory team move from fragmented CRM context and tacit deal knowledge to a production AI workflow for investor search, review, and handoff.
An end-to-end pricing product that let the client move from a founder vision to an operational system with measurable commercial upside.
A production data workflow that restored a cleaner single source of truth and removed meaningful manual effort from the remediation process.
My approach is built on high agency, deep ownership, and a bias toward tangible outcomes. Responsibility means staying with the work until there is a real result: something shipped, improved, clarified, automated, or made useful. I do not believe in vague promises or work that sounds impressive but never becomes value someone can actually feel.
The business comes first. Tools are secondary. What matters is understanding the business context deeply enough to operate almost like an extension of the team: absorbing the domain knowledge, translating it into systems, and sharing progress repeatedly.
The strongest partnerships are long-term ones where both sides are genuinely on the same side: thinking clearly, moving fast, and building something that keeps getting better.
A governed search architecture for high-trust deal-investor matching systems: intent contracts, CRM normalization, guardrails, evidence-led ranking, and replayable evaluation.
A controlthrive essay on why private capital needs specialized workflow agents around the handoffs from search to LOI.
Share the decision, bottleneck, and operating reality behind the system you need. We will tell you plainly whether there is a focused path to production.