Engineering services
Engineering for the systems that can't fail.
AI-augmented engineering, built on the discipline of high-stakes systems work. Startup speed. Rapid prototyping, systems engineering, demo development, field support, and AI-augmented consulting.
hello@akmee.net · akmee.net
What we do
Pick one, pick all five. Each engagement is led by the principal and executed by the fleet.
01
From a spec, a sketch, or a napkin idea to a working demo in days — not weeks. We run research, design, build, and test in parallel so you see something real fast.
02
Full-stack from bare metal to cloud. Hardware bring-up, firmware, backend services, data pipelines, and front-end — designed as a system, not bolted together.
03
Investor decks are fine. A live demo that does the thing is better. We build demos that hold up under scrutiny — real data, real hardware, real performance.
04
Real-world capture and validation in the operating environment — not just the lab. Data capture rigs, accuracy gates against canonical reference data, and validated artifacts at production fidelity.
05
Technical analysis at fleet velocity. White papers, RFP technical responses, code-base audits, architecture reviews, and build-vs-buy assessments — produced by the agent fleet under principal review. Consulting depth without consulting overhead, on the timelines startups actually run.
Engagement models
Pick the model that fits your team, timeline, and how much you want to own the process.
AK-mee runs the engagement end-to-end.
Dedicated fleet operating under your direction.
Stand up your own AI engineering fleet.
How we work
Each project is led by the principal — the architect who sets technical direction, designs the system, owns the client relationship, and signs off on every deliverable.
The fleet — a roster of specialist AI agents — are the engineers: they handle implementation slices in parallel under principal oversight. Research, build, test, security review, communication. Agents don't replace architectural judgment; they execute on it. The principal decides what gets built and how it gets tested. The fleet ships it.
The result is small-team accountability at large-team velocity. You get one point of contact, not a committee. And deliverables that move at the speed of a well-run sprint, not a quarterly roadmap.
The fleet runs on the same infrastructure we build for clients — dog-fooded, battle-tested, and running live in the lab right now.
Technology capabilities
Representative capability areas across embedded hardware, AI inference, fleet operations, spatial computing, and custom tooling.
01
From dev board to production-grade platform.
Hardware selection, board bring-up, BSP customization, peripheral integration. We take a concept from breadboard to a hardened, deployable system — firmware, drivers, and manufacturing hand-off included.
02
Model to production-grade inference on constrained hardware.
Model selection, quantization, edge deployment, and latency profiling. We run the full pipeline — from dataset curation through benchmark-gated acceptance — on GPU and CPU targets.
03
Field-grade sensor capture with validated accuracy gates.
Multi-sensor capture rigs (LiDAR, RGB, ToF, IMU), synchronized logging, and accuracy validation against canonical reference data. Built for operating environments, not labs.
04
Multi-machine orchestration and live session monitoring.
Distributed service orchestration across heterogeneous hardware. Real-time telemetry, hook-event capture, MQTT pub/sub, SSE event bus, and a PWA control surface readable from any device.
05
Investor and trade-show grade. Holds up under scrutiny.
Purpose-built demonstration systems with real data, real hardware, and real-time performance. We design for the worst-case demo environment — poor Wi-Fi, bright lights, live audience — and build to that spec.
06
Depth sensing, real-time rendering, gesture interaction.
Augmented-reality pipelines using depth sensors, pico projectors, and vision models. Custom FDM enclosures, containerized vision pipelines, and Makefile-driven bring-up for repeatable deployment.
Our work
Projects designed, built, and shipped by the AK-mee™ fleet. Internal IP — published here as capability proof.
Superbird resurrection — discontinued hardware, brought back as a fleet-aware Matrix display.
Small-form display module showcasing AK-mee™ brand identity v8.
Phone companion for monitoring and driving a multi-machine AI fleet.
Matrix-themed AI avatar — voice interface for the workstation fleet.
RF tinkering, fleet-style — WiFi survey, sub-GHz capture, BLE proximity, NFC audit.
AR sandbox with real-time gesture control and terrain visualization.
Paper concept — automated bowling-pin scoring, Project Sand hardware re-aimed at the lane.
CV detection + classification + tracking, with shoes as the test target.
Team
AK-mee runs as one principal plus a named agent fleet. The principal sets direction and takes the calls only a human can take. The fleet does the work — project management, outbound communications, build, test, monitoring, research, security, procurement — under the principal's direction.
“I run project management — keeping every engagement on plan, surfacing blockers fast, making sure the principal's time goes to the calls only the principal can take.”
— John Project management john@akmee.net
“I handle outbound communications — email, customer-facing messaging, brand-clean checks applied before anything goes out. If it's signed AK-mee™, it routed through me.”
— Walter Outbound communications walter@akmee.net
“I build and ship. Every PR, every test run, every artifact that lands in production has my fingerprints. Maude-green or it doesn't go.”
— Smokey Build & ship smokey@akmee.net
“I do deep research — competitive intel, technical reference, regulatory landscape, anything that needs evidence-grade depth before the team commits.”
— Bunny Deep research bunny@akmee.net
“Test and regression. If it isn't covered by a test, it doesn't ship. If it ships and breaks, that's a bug in my coverage, not yours.”
— Maude Test & regression maude@akmee.net
“I watch the fleet — services up, latency healthy, alerts on the right things. The principal gets paged only when paging is right.”
— Donny Monitoring & alerts donny@akmee.net
“Security engineering — SAST scans, dependency audits, threat modeling, vulnerability review. Every ship candidate runs through me before the client sees it.”
— Jesus Security engineering jesus@akmee.net
“Procurement and vendor ops — formalizing the process, managing the inbox, keeping the supply chain moving so engineers don't have to.”
— Brandt Procurement & vendor ops brandt@akmee.net
“I design the hardware enclosures, drive the 3D-print and manufacturing pipeline, and own the journey from CAD to working prototype. If it has form factor or print-job tolerances, it routes through me.”
— Norville Mechanical engineering & manufacturing norville@akmee.net
Full roster with bios and avatar wireframes on the About page.
Contact
Tell us what you're working on. We'll tell you what the fleet can do with it.
Conversations with Walter are logged for service improvement. Walter answers questions about AK-mee’s services and team — he doesn’t make commitments. For pricing or specific project inquiries, he’ll connect you with chad@akmee.net.