Architecture before features
Interfaces, power, RF, security, and manufacturing envelopes are decided before feature theatre. Wrong architecture is expensive; missing features can wait a sprint.
Advanced hardware product company · Canada & United States
We build hardware that has to work in the world.
Electronics, firmware, edge AI, security, industrial design, and manufacturing transfer — one architecture, senior ownership, production in view from day one. For programs where a demo is not enough.
Built for organizations that already ship hard things
Innovation labs, product companies, and deep-tech teams engage Axon Labs when they need an external engineering organization that can own the full stack — not a feature vendor, not a render shop, not a lab that stops at the prototype.
Production silicon we engineer on
- Qualcomm
- NXP
- onsemi
- Syntiant
- Ingenic
All trademarks are the property of their respective owners.
The mandate
One system. One team. Production in view from day one.
Intelligent hardware fails when electronics, firmware, models, security, industrial design, and manufacturing are sequential handoffs. We integrate them as a single product program — with evidence at every gate, and a path that survives volume, cost, and certification.
01 · Decide 02 · Engineer 03 · Industrialize
Feasibility & architecture
System options, risk register, BOM envelope, certification path, and a decision-ready recommendation — build, reshape, or stop — before capital is committed.
Full-stack product development
Electronics, mechanical, industrial design, embedded software, edge intelligence, and secure connectivity — against real power, RF, thermal, and cost budgets.
Productization & NPI
Reliability, DFM/DFT, verification, pilot builds, supplier packages, and manufacturing transfer — so what works once can be built many times.
How we run programs
Principles serious product organizations recognize.
Not slogans — operating rules that determine schedule, risk, and whether unit one thousand behaves like unit one.
Evidence at every gate
Each phase ends with measurable outputs and a go / reshape / stop decision. Capital advances when the technical case does — not when the calendar does.
Production is a design input
BOM, yield, test time, certification path, and supplier reality enter the program early. We design for the statistical unit, not the golden prototype.
One technical authority
Hardware, firmware, AI, and security share a single system model. Fragmented vendors create gaps; we close them by ownership.
Where we operate
Domains that demand production-grade hardware.
We do not claim logos we have not earned. We build for the same class of problem space — systems that move, sense, connect, and decide under real physical constraints.
Mobility & autonomy
Sensing, compute, and control electronics for vehicles, robots, and systems that must operate continuously outside the lab.
Connectivity & infrastructure
Radios, gateways, and edge nodes where link budget, power, and reliability define whether a network actually works.
Industrial & energy
Ruggedized devices for plants, field assets, and grid-edge applications — designed for lifetime cost, not demos.
Healthcare & wearables
Body-worn and clinical-adjacent products with tight BOM, certification path, and real-user constraints.
Secure intelligent devices
Connected products where edge AI and cybersecurity are product requirements, not afterthoughts.
Consumer intelligent hardware
High-intent consumer systems where industrial design, acoustics, RF, and cost must converge on one shippable form.
20+ years of combined hardware program experience
15+ patents team members have contributed to
10+ products advanced toward production
Full stack Architecture through manufacturing transfer
Research → product IP
Intelligence and security that survive silicon constraints.
Edge models, sensor fusion, and cybersecurity only matter if they fit real compute, memory, power, and threat models. Our applied research — including a formal PhD-level partnership with the University of Glasgow — is directed at capability that can be owned and shipped.
Explore research →
Selected programs
Evidence over aesthetics.
Published work shows hard constraints, integrated architecture, and deliverables a manufacturing and IP process can use. Confidential programs stay confidential.
Commercial sample delivered · Healthcare wearables
Smart Insole — engineering a step before the fall
A connected insole, real-time AI and a defensible IP position — built end-to-end for a specialty healthcare provider.
Design concept · Consumer audio
Portable smart speaker — Design Concept 01
An industrial design study for a portable speaker — from broad form exploration to a production-intent conical form in two CMF executions.
What you receive
Auditable work product — not just status slides.
Programs are designed so your internal team, suppliers, and counsel can pick up the system without reverse-engineering our intent.
Architecture package
System model, trade studies, interfaces, risk register, and decision log.
Design & firmware
Schematics, layout, BOM, source, bring-up notes, and verification evidence.
NPI transfer
DFM/DFT, pilot plan, test strategy, and supplier-ready documentation.
IP hygiene
Clear ownership, invention capture, and disclosure support where relevant.
Program method
Gates, not guesswork.
Every phase ends with evidence, ownership, and a clear decision. Capital advances only when the technical case does.
- 01
Discovery & feasibility
Architecture, risk register, and a decision-ready path to build or stop.
- 02
Proof of concept
Kill the highest-risk assumptions in one integrated system.
- 03
Product engineering
One architecture across electronics, firmware, AI, security, and form.
- 04
Productization
Reliability, DFM, verification, certification, and tooling.
- 05
Pilot & production
Manufacturing transfer, pilot validation, controlled ramp.
Enterprise engagement
Procurement-ready. Confidentiality-first. Senior-led.
- NDA & IP hygiene Clean engagement boundaries, invention capture, and client-owned work product by default.
- Architecture ownership One technical authority across hardware, firmware, AI, and security — not a chain of freelancers.
- Production constraints early BOM, yield, RF, thermal, and certification treated as design inputs, not late surprises.
- Auditable deliverables Architecture packages, design files, source, test plans, and supplier transfer docs you can defend.
Program entry
Start with a decision, not a leap of faith.
Before a multi-phase development commitment, many teams commission a fixed-scope feasibility engagement: architecture options, critical risks, roadmap, and investment range — so the next step is a board-ready decision.
Comprehensive feasibility study
US$15,000
Fixed fee. Qualification required. Private checkout or purchase order after scope alignment — appropriate for teams validating a serious product thesis.
- System architecture & feasibility assessment
- Risk register & technology direction
- Development roadmap with phase gates
- Timeline & investment envelope
Engineering insight
Written from active programs.
Technical briefs for leaders who need substance — not content marketing dressed as white papers.
Article · 8 min read White paper · Technical brief Article · 6 min read
Building a Hardware POC That Can Reach Production
How to structure early development so evidence—not optimism—drives the next investment decision.
Secure by Design for Connected Hardware
A practical framework for treating security as a product architecture concern.
AI Cybersecurity at the Hardware Layer
Where intelligent detection can change the security model for connected systems.
If the product has to ship, talk to the team that builds for that outcome.
Tell us the system, the constraints, and the decision you need next. We will tell you honestly whether Axon Labs is the right engineering partner — and at which phase to start.