Axiomata
Evidence-first security intelligence

Software security, understood through evidence — not guesses.

Axiomata is an AI-native platform for security reasoning across source code, web applications, binaries, runtime behavior, and infrastructure. We preserve evidence, model real software behavior, and help humans and agents reason from raw observations to defensible conclusions.

Platform in private beta · coming soon — request access for an early invitation.

A four-step methodology, from intent to verified result.

§ 01 · Methodology
01 / INTENT
Human sets intent.
A researcher, auditor, or engineer states what they want to know — about a program, a binary, a deployment.
02 / TRANSLATE
AI translates intent into workflows.
Agents decompose the question into reproducible steps the engines can execute.
03 / COLLECT
Specialized engines collect evidence.
Static and dynamic analyzers, lifters, recon graphs, and proof systems gather grounded observations.
04 / VALIDATE
Human validates the result.
Findings come with paths, witnesses, traces, and proofs — readable, reproducible, defensible.
Machine-checked
236
Verus theorems across lattice laws, dominance, SSA, IFDS, CHA, and RTA.
Admitted axioms
0
Zero unproven steps. Every algorithm we depend on is closed out with a proof.

Axiomata is not another scanner — it is an evidence engine for software security. We don't say a thing may be vulnerable. We show why, with paths, witnesses, traces, and proofs.

§ 02 · The thesis

Six principles.

§ 03 · Principles
i.

Evidence over alerts.

A finding without a witness is a guess. We preserve the trace from raw signal to reported conclusion.

ii.

Layers, not tools.

Durable reasoning layers — models of code, behavior, evidence, and causality — that other tools and agents build on.

iii.

Humans set intent.

Agents translate, engines analyze, humans validate. Control stays with the researcher.

iv.

Proofs where it counts.

Where an algorithm is load-bearing, we close it out with a machine-checked theorem. No admitted axioms.

v.

Reproducible by default.

Workflows, traces, and witnesses are first-class artifacts — replayable, shareable, auditable.

vi.

Semantic, not syntactic.

Real behavior — call graphs, CFGs, taint, lifecycles — beats string matching every time.

Bring your hardest security question. Leave with a proof.