Applied AI Systems
Models that survive contact with production. We build retrieval systems, computer vision pipelines and decision-support tooling — then own the evaluation harness, the drift monitoring and the cost envelope that keep them useful.
L39 Tech is a small team of principal-level engineers working across applied AI, industrial hardware and secure software. No account managers, no delivery theatre — the people who scope your project are the people who build it.
We are deliberately broad, because most real problems do not respect the boundary between software, hardware and data. Every engagement is delivered by senior engineers with end-to-end ownership.
Models that survive contact with production. We build retrieval systems, computer vision pipelines and decision-support tooling — then own the evaluation harness, the drift monitoring and the cost envelope that keep them useful.
Sensors, gateways and firmware for environments that punish shortcuts. Schematic capture through to PCB fabrication, enclosure, certification support and fleet telemetry — designed for a ten-year service life, not a demo.
// In-house PCB manufacture — same-day prototypes, no external fab lead time.
Platforms built for regulated and adversarial environments. Threat-modelled architecture, hardened build chains, auditable data handling and the documentation your assessors will actually ask for.
Fractional CTO work and technical due diligence for teams that need judgement rather than headcount. Build-versus-buy, architecture review, hiring plans, and honest answers about what your platform can carry.
Concept to working hardware-and-software prototype, typically in weeks. We prove the difficult part first — the sensor, the model, the latency budget — so the commercial decision is made on evidence.
A selection of projects that demonstrate what precision engineering looks like in practice. Some clients are named; others are not, and never will be.
Three years as engineering partner to a UK counter-drone technology company, building custom firmware, control electronics and software for systems used by military and law enforcement customers.
Proof-of-concept and prototyping support across a diverse consumer product range, from a misting fruit bowl to a sound-embedded yoga mat — embedded electronics, sensors, custom PCB and software, whatever the next idea needs.
Cerberus is L39's patent-pending edge AI system for acoustic drone detection. It classifies a live acoustic data stream on the device itself, using multiple AI models rather than depending on a single classifier.
Running inference at the edge means the decision is reached where the microphone is, without a round trip to a datacentre and without depending on a network link being there at all.
Development is ongoing, and early testing has put numbers against it.
Send the problem, not a brief. If it is outside what we do well, we will say so and point you at someone better. No pitch decks required.
Prefer to talk first?
20 minutes with an engineer. No obligation, no sales script.