Inflection Group
Building the judgment infrastructure that turns AI adoption into durable advantage.
AI Strategy & Governance
Inflection Group designs the systems that turn AI adoption into a durable, trusted advantage — across culture, process, technology, and governance. I work with executive teams, legal teams, and the legal tech companies building for both. You leave with working systems that evolve at the pace of your business — and are uniquely yours.
The real AI advantage isn't the tools. It's the judgment.
Every organization is adopting AI. The ones that pull ahead won't be the ones with the most tools or the biggest models. They'll be the ones that figure out how to systematically capture human judgment and deploy human attention where it actually compounds.Most organizations treat good judgment as a one-off event. A senior leader makes the right call in a negotiation. Someone spots a risk nobody else saw. A decision gets made because the right person was in the room. That insight lives in someone's head, and when the moment passes, it's gone.The leaders building durable advantage are designing flywheels instead — systems that capture judgment, feed it back into processes and agents, and make the organization smarter with every decision it makes. The goal isn't to replace human judgment with AI. It's to stop letting it evaporate.That's not a technology challenge. It's a design challenge — across culture, process, technology, and governance. The leaders who build it now will free their people for the work only they can do, and compound a lead the rest of the market won't catch.
AI Transformation — For Executive Teams
For leaders adopting AI faster than their governance can keep up. I work with executive teams to design how the whole company decides what AI touches, what it elevates, and what stays human by design — across culture, process, technology, and governance. Built on the methodology that took a 400-person company's adoption from 33% to 70% in six months with no team or budget.
Legal AI Sprint — For Legal Teams
Most legal teams have AI tools but no judgment layer for using them — work gets done twelve different ways, accountability is fuzzy, and no one knows who owns the workflows in the wild. I borrow from DevOps best practices to build that layer with you: standards for what good looks like, accountability for what ships, and governance across the full lifecycle. Workshops and hackathons build curiosity into competence. Sprints stand up the system.
Legal AI Strategic Advisory — For Legal Tech Companies
A retainer engagement from someone who has been on both sides of the table — the GC choosing your tools and the operator who built the workflows you're trying to fit into. Product feedback, design partner introductions, GTM positioning, and the practitioner POV that separates legal tech that ships from legal tech that gets piloted and shelved. Limited to one to two engagements at a time.
I go where the technology
outpaces the rules.
As VP Legal and AI Transformation Lead at Omnidian, I led enterprise-wide
AI adoption for a 400-person global company: strategy, governance,
tool selection, training, and execution across every function.
In six months, with no team and no budget, I halved AI skepticism and doubled adoption.Before that: commercial legal at an Alphabet-backed robotics AI company, and
legal leadership at Apple and Cisco.The pattern across all of it: stepping into the vacuum created by cutting-edge technology to
anticipate issues and build governance that moves at the pace of the business.I founded Inflection Group for the leaders building what comes next — executive teams
reshaping the company, legal teams rebuilding how they operate, and the legal tech companies
building tools for both.I write about AI governance, judgment architecture, and building in this space biweekly
at The Judgment Layer.
Read on Substack →
99% reduction in NDA review time
800+ workshop attendees
2x increase in adoption
50% drop in AI skepticism
Start with a 30-minute conversation.
You don't need a perfect brief. If you're serious about building AI that holds under pressure, that's enough to start.