SHIELD · SIGNAL · SURVIVE SHIELD

Mission-grade systems, engineered end-to-end.

XenoCipher is a deep-tech engineering studio. From custom PCB design and embedded firmware to applied AI, generative AI and video intelligence — we ship full-stack products for healthcare, government, industrial and enterprise.

PCB → Cloud
Full-stack ownership
4 sectors
Health · Gov · Ind · Ent
<15ms
Edge inference
CAPABILITIES

One team. Every layer of the stack.

Most products break at the seams between hardware, firmware and software. We don't hand them off — XenoCipher owns the whole stack, from silicon to cloud.

6
Disciplines
1
Accountable team
0
Vendor seams

01 Silicon & PCB

Custom multilayer board design, schematic capture, RF layout, DFM and hardware bring-up — engineered for manufacture, not just for the bench.

PCB DESIGNSCHEMATICRF LAYOUTDFMBRING-UP

02 Firmware

Bare-metal and RTOS firmware on any microcontroller or processor — ST, TI, Renesas, NXP, Espressif and beyond. Drivers, secure boot and signed OTA: deterministic, power-aware and field-hardened.

MCU / MPUVENDOR-AGNOSTICRTOSDRIVERSSECURE BOOT

03 Connectivity & IoT

Wireless and wired links, gateways, fleet provisioning and over-the-air updates — with encryption and integrity built into every hop.

BLELoRaMQTTRFFLEET OTA

04 Edge & AI/ML

Computer vision, video intelligence and sensor fusion compiled to run on-device — real-time inference at the edge, with no cloud round-trip required.

COMPUTER VISIONEDGE INFERENCESENSOR FUSIONTinyML

05 Generative AI

Domain-tuned LLM copilots, retrieval-augmented assistants and autonomous agents — grounded in your data and deployable fully on-prem, where nothing can leave the building.

LLMsRAGAGENTSFINE-TUNINGON-PREM

06 Platforms & Software

Medical-coding AI, video-intelligence platforms, enterprise systems and operator dashboards — the software surface that turns hardware into a product.

AI PLATFORMSENTERPRISEDASHBOARDSCLOUD / ON-PREM
VERTICALS

Built for environments where failure isn't an option.

We work where systems are regulated, contested or mission-critical — and where shipping means proving it.

Healthcare

Regulated & clinical

Connected diagnostic devices, patient telemetry and clinical AI — engineered to audit-ready standards.

  • Clinical document AI & medical coding
  • Connected device firmware, built to spec
  • HIPAA-aligned, traceable data pipelines

Government & Defense

Mission & sovereign

Secure embedded systems, signal & sensor processing and ruggedized hardware for contested environments.

  • Secure boot & encrypted comms
  • Signal intelligence & sensor processing
  • Sovereign, on-prem deployments

Industrial

Edge & automation

Sensor fusion, predictive maintenance and ruggedized IoT that runs reliably at the edge of the network.

  • 9-axis sensor fusion & control
  • Real-time edge inference
  • Fleet OTA & live telemetry

Enterprise

Scale & integration

Video intelligence, internal platforms and systems integration that bridge new capability into existing operations.

  • Edge video-intelligence platforms
  • Generative AI copilots & agents
  • Legacy & third-party integration
SOLUTIONS BY TECHNOLOGY

What we build, by the tech behind it.

Two of the solution classes we design, build and deploy end-to-end — hardware to interface.

COMPUTER VISION · SENSOR FUSION · EDGE

Edge Video Intelligence

Multi-sensor platforms that turn raw camera and sensor feeds into real-time, on-device decisions — without a cloud round-trip.

  • On-device inference. Sub-15ms detection on edge SoCs, fully offline-capable.
  • Multi-sensor fusion. Camera, thermal, radar and 9-axis IMU fused into one signal.
  • Privacy by design. Frames never leave the device — only encrypted events are emitted.
Discuss a build
edge node 04 · vision · live
PERSON · 0.97
VEHICLE · 0.91
Objects tracked
07
Inference
12ms
Confidence
0.96
Mode
OFFLINE
APPLIED LLM · NLP · DOCUMENT AI

Clinical Document AI

Language-model systems that read clinical documentation and propose accurate, audit-ready medical codes in seconds — every suggestion traced to its source.

  • Source-grounded coding. Every ICD/CPT suggestion linked to the exact clinical evidence.
  • Confidence & audit trail. Reviewers see model confidence and a full reasoning log.
  • Built for compliance. HIPAA-aligned, on-prem or private-cloud deployment.
Discuss this stack
document ai · encounter #4471 · review
Clinical note
E11.9
Type 2 diabetes
98%
I10
Hypertension
94%
Z79.4
Long-term insulin use
89%
REQUEST A BRIEFING

Tell us what you're building.

Whether it's a board, a fleet or a platform — bring us the hard problem. We'll come back with a technical path, not a sales deck.

Secure channelNDA-ready from first contact · info@xenocipher.com
OEM & procurementBuilt for enterprise and government buying processes.
Fast responseAn engineer — not a bot — replies within one business day.
🔒 Transmitted over TLS · We never share your brief.