About
How we work.
Principal-led engineering backed by a structured fleet of AI agents. One senior architect sets direction and holds final sign-off. The org executes at velocity — one project at a time, one gate at a time.
Principal Architect
I set the technical direction, design the system, and hold final sign-off on everything that matters — customer-facing artifacts, scope, brand, and who joins the fleet. I know each engagement end to end. My background is embedded systems, robotics, and field instrumentation; I would rather build the prototype than describe it.
The fleet runs behind me — executing, gating, and shipping — but every engagement is principal-led. That is the guarantee.
How it works
Structured from the first commit to the final ship.
Principal-led engineering
One Principal Architect. Every engagement.
Technical direction is set by a single senior principal with end-to-end system knowledge — not a rotating team of generalists. Final sign-off on every customer-facing artifact, every scope decision, every architectural call.
Structured execution
Per-project ownership. Hard gates before every ship.
Each engagement has a single program manager who owns it end to end — dispatching the build, running design and QA and security gates, doing the merges. Nothing ships without clearing all three. The structure is the same on every project.
AI-augmented velocity
Large-team execution speed. Principal-level oversight.
The fleet runs at the velocity that only agent execution makes possible. The principal takes the calls only a human can take; the org does the work. Customers get principal-led engineering with execution speed that a human team of equivalent scope could not staff.
Repeatable quality
Every change clears the same gates.
Design review, regression testing, and security audit are hard gates — not optional steps. The same process runs on every project, every change. The goal is a track record the principal can point to, not one-off heroics.
The process
One direction. No skipping steps.
- Step 1 Principal intake The principal scopes the engagement, sets technical direction, and routes work to the project fleet.
- Step 2 Project ownership A single program manager owns the engagement end to end — dispatching the build, tracking status, running gates.
- Step 3 Isolated build Engineers build one change at a time, isolated from other work, so nothing collides on the way through.
- Step 4 Design ◆ QA ◆ Security Every change clears all three gates before it merges. No exceptions.
Results flow back up the same chain. The principal is the last checkpoint before anything reaches a customer. Nobody goes around their step.
Working with us
Three ways to engage.
Direct engagement
AK-mee takes ownership of a defined scope — rapid prototyping, systems engineering, field instrumentation, demo development, or a full product build. The principal leads; the fleet executes.
AI-team enablement
For organisations standing up their own AI engineering capability: methodology transfer, tooling configuration, agent fleet patterns, and a principal review of the first ship cycle. The capability stays with you.
Principal review
A senior technical review of your architecture, codebase, or roadmap by a principal who has shipped real systems in embedded, robotics, field instrumentation, and AI. Not a consulting report — a working session.
What this means in practice
AI-augmented engineering consulting — what that actually means.
The term AI-augmented engineering gets applied to a lot of things. Here is what it means at AK-mee: a single principal architect sets technical direction and holds final sign-off. A structured org routes each objective to the project that owns it. One program manager owns that project end to end — dispatching engineers, running the gates, doing the merges. Engineers build one isolated change at a time.
The fleet is not a chatbot that answers questions. It is an engineering organisation with the same structure a small consultancy would have — routing, per-project ownership, build, and hard design, QA, and security gates — running at the velocity that only agent execution makes possible. The principal takes the calls only a human can take. The org does the work.
In practice, this means a customer gets principal-led engineering with large-team execution velocity. Not AI output reviewed by a junior engineer. Not a ticket queue. A principal who knows the system end-to-end, backed by a fleet that executes faster than any equivalent human team could staff.
For organisations that want to stand up their own AI engineering capability, we offer AI-team enablement: methodology transfer, tooling configuration, agent fleet patterns, and a principal review of the first ship cycle. The fleet comes with us; the capability stays with you.