Services
How to work with me.
Every engagement is advisory, senior, and grounded in having built the systems — not hourly billing that rewards slow progress, and not a slide deck. The work centers on getting your organization onto a compounding path, where each investment in AI makes the next one more valuable.
AI readiness briefing
A straight executive read on where you stand between AI experimentation and trusted autonomy, and what it takes to close the gap. Focused, senior, and specific to your business.
What you leave with
A clear picture of your current position, the biggest constraint holding you back, and the first moves that would actually compound.
Operations diagnostic
A deeper look at whether your organization can learn from its own operations — the data, the tooling, the hand-offs, and the places knowledge leaks out. The question underneath every AI program is whether the foundation can hold one.
What you leave with
An honest assessment of your intelligence infrastructure and a prioritized list of what to fix before you scale anything.
Memory foundation
Design of the persistent memory layer your AI work should stand on — LLM-agnostic and hierarchy-aware, owned by you rather than rented from a model vendor. This is the layer most programs skip and later regret skipping.
What you leave with
A working blueprint for organizational memory: how it is structured, how access follows the business, and how it compounds as work flows through it.
Build sprint
A focused push to prototype and prove a specific system rather than commission a report on whether it might be possible. The interesting problems go to the people who actually ship.
What you leave with
A working prototype of a real system, the learning loop to improve it, and a clear read on whether to expand it.
Second opinion
An independent review of an AI strategy, roadmap, or vendor proposal already on the table — from someone who has built the systems, not just sold the strategy. If you can buy your differentiation off a shelf, so can your competitors.
What you leave with
A blunt assessment of what holds up, what does not, and where the plan is quietly buying you the same thing as everyone else.
Standing advisory
A continuing relationship for organizations already on a compounding path who want a builder in the room as they sequence what comes next. Deliberate commitments, not hourly billing that rewards slow progress.
What you leave with
A trusted outside perspective on each decision, kept close enough to the work to be useful and independent enough to be honest.
How it runs
Deliberate, premium, built to matter.
Engagements are focused commitments long enough to move an organization onto a compounding path. The work centers on outcomes: where your intelligence infrastructure should go, what to build first, and how to sequence it so each step makes the next one cheaper.
That means sitting inside the real decision-making — understanding the business model, the data, and the org dynamics — and mapping a path that accounts for all of it. Not a slide deck. A working blueprint you can execute against, with clear priorities and a logic that holds up under pressure.
To see the kind of systems this produces, look at what I am building. To understand the convictions behind the work, start with the point of view.
The engagement
Start with a readiness briefing.
A straight executive read on where you stand and what it takes to close the gap between experimentation and trusted autonomy.