AI-NATIVE EMBEDDED SECURITY

Security for machines that touch the physical world.

Axiom Security Labs applies AI-assisted reverse engineering, firmware analysis and human validation to embedded and cyber-physical systems—starting with automotive.

Explore the platform View research ↗
01Firmware ingestion
02Attack-surface mapping
03Human validation
ECU_7E0
CAN-FD
ARM64
SIGNED
FIRMWARE // ANALYSIS AX-01

THE PROBLEM

Software moved into everything.
Security tooling didn’t.

Vehicles, industrial systems, robotics and connected devices now ship with enormous software attack surfaces. Traditional application security sees only part of the problem. Axiom is built for the firmware, protocols and hardware boundaries underneath it.

AXIOM PLATFORM

Continuous Firmware Assurance.

A repeatable analysis pipeline for turning opaque firmware into a mapped, reviewable security surface.

01

Ingest

Firmware images, ECU dumps, binaries and release packages.

02

Extract

Unpack, fingerprint, classify architecture and recover structure.

03

Map

Build protocol, component and attack-surface relationships.

04

Analyse

AI-assisted diffing, pattern detection and vulnerability research.

05

Validate

Senior human review separates signal from false confidence.

06

Remediate

Actionable findings, evidence, mitigations and audit trail.

axiom://analysis/firmware_01
$ axiom ingest firmware.bin
✓ architecture      ARM Cortex-R
✓ entropy regions   14 mapped
✓ boot chain        identified
✓ diagnostic surface UDS / CAN-FD
! delta candidate    security-relevant change
→ human validation queued
binary diff symbol recovery CVE mapping protocol analysis evidence trail

WHERE WE OPERATE

Cyber-physical by design.

Automotive is the first wedge. The architecture extends wherever code can move a machine, stop a process or affect the physical world.

01

Automotive

ECUs, diagnostics, CAN/CAN-FD, secure boot, firmware update paths and vehicle network trust boundaries.

PRIMARY FOCUS
02

Industrial

Controllers, gateways and operational technology where firmware compromise becomes operational risk.

EXPANDING
03

Robotics

Embedded compute, control systems, autonomy stacks and the interfaces between software and actuation.

EXPANDING
04

Connected Devices

IoT and edge devices with long field lives, constrained update models and opaque software supply chains.

EXPANDING

AXIOM RESEARCH

Build the capability before the category catches up.

Our research program focuses on repeatable methods for understanding proprietary firmware, diagnostic surfaces and security controls in modern embedded systems.

Firmware reverse engineering Binary and release diffing Diagnostic protocol analysis Secure boot & trust chains AI-assisted vulnerability research
Research enquiries ↗

COMPANY

AI execution. Senior judgment.

Axiom is being built around a deliberately small expert team. AI agents accelerate analysis and tooling; senior security engineers define the method, validate findings and own the result.

01

Research first

Capability compounds faster than headcount.

02

Evidence over theatre

Every finding should survive technical scrutiny.

03

Human in the loop

AI increases reach. Experts own judgment.

04

Physical consequence

We focus where software security meets the real world.

WORK WITH THE LAB

Have firmware nobody fully understands?

That’s a good place to start.

[email protected]