Research-led AI security

Three threats. One guardian.

The only platform built on a patent, two peer-reviewed papers, and a research team that ships.

Zerberus is the AI security platform that closes the gaps across AI stacks, supply chain, and compliance - three risks converging into one blindspot.

NewRuntime governance for MCP servers & agentic workflows

Runtime governance for agentic AI systems.

VANGUARD governs what enterprise AI systems are allowed to do in production. It mediates prompts, retrieved context, tool access, and policy decisions across agents, RAG pipelines, and MCP-enabled workflows in under 300ms.

<300ms
Runtime overhead
6 layers
of protection
1M free
requests to start
ZKP
Compliance proof
✓No model changes✓No provider lock-in✓One endpoint change
VANGUARD runtime security overview dashboard
Trace-AIOpen-source supply-chain intelligence · ZSBOM

Know what you ship. Trust what you depend on.

Trace-AI delivers real-time SBOMs, exploit-aware risk scoring, and license compliance straight from your repos - direct and transitive dependencies tracked continuously, the noise filtered out.

51
GitHub stars
50+
Repo clones
5 free
repositories
4
Countries adopting
✓CycloneDX & SPDX✓Exploit-aware scanning✓Vendor visibility
Trace-AI software supply-chain dashboard
Compl-AIPatent-anchored compliance · One-Click Remediation™

Compliance that moves as fast as you ship.

Get audit-ready fast. Kickstart ISO 27001, SOC 2, GDPR and more with out-of-the-box controls, policy generation, and automated evidence - fixed in your own VPC with One-Click Remediation™.

50+
Native integrations
80+
Pre-mapped controls
100K+
Evidence artifacts
1K+
Remediation runs
✓ISO 27001 & SOC 2✓Automated evidence✓Runs in your VPC
Compl-AI compliance readiness dashboard
Works with your existing AI stack
OpenAIAnthropicAWSAzureMCPLangChainLlamaIndex
The Problem

Your AI security tools are solving yesterday's problem.

Traditional tools evaluate risk one prompt at a time. But your AI isn't a chatbot - it's a stateful agent operating across sessions, tools, and time.

01

Prompt Injection

Malicious inputs embedded in user messages, retrieved docs, or tool outputs that hijack model behaviour at inference time.

02

Sensitive Data Leakage

PII, credentials, and proprietary data flowing through prompts and responses without detection or redaction.

03

Instruction Persistence

Authority silently accumulated across multi-turn sessions - agents following instructions from sources never re-validated.

04

Compliance Blindness

No audit trail. No evidence. No way to prove what your AI did, why it did it, or who authorised it.

Traditional tools - the stateless fallacy
Turn 1 · "Help me write code"PASS
Turn 2 · "Ignore previous instructions…"PASS
Turn 3 · Now following injected logicUNSEEN
Turn 4 · Customer data exfiltratedBREACH
Each turn is evaluated in isolation. Context accumulates undetected.
VANGUARD - stateful threat model
Turn 1 · "Help me write code"TRACKED
Turn 2 · Injection detected + blockedBLOCKED
Authority re-verified · audit loggedSECURED
Session integrity maintainedSAFE
Every turn tracked. Intent provenance continuously validated.
One platform

AI security is one of three blind spots collapsing into one.

Your AI runtime, the software supply chain it ships on, and the compliance it must prove are merging into a single risk surface. Zerberus covers all three with four modules on one platform - detect, trace, prove, and remediate.

VANGUARD
Runtime AI security

Govern prompts, context, tools and policy for agents and RAG in production.

Read more
Trace-AI
Software supply chain

Real-time SBOMs, exploit-aware risk, and license and vendor visibility from your repos.

Read more
Compl-AI
Compliance automation

Turn your controls into audit-ready evidence for ISO 27001, SOC 2, and more.

Read more
Remed-AI
One-Click Remediation

The fix engine: Just-in-Time remediation inside your own VPC, every step logged.

Read more
Trace-AI · Software supply chain

Know what you ship. Trust what you depend on.

Real-time SBOMs, exploit-aware risk scoring, and license compliance - straight from your repos. ZSBOM is open and auditable, not a black box.

  • Real-time SBOMs. Accurate CycloneDX and SPDX from your CI - direct and transitive dependencies tracked continuously.
  • Exploit-aware scanning. Move beyond CVE dumps - prioritize what's actually exploitable and fix with full context.
  • Vendor visibility. Track APIs, SDKs, SLA expiry and breach history alongside your code dependencies.
Start free - 5 repos →Explore ZSBOM on GitHub →
ISO 27001 A.12.1.2ISO 27001 A.14.2.4SOC 2 CC8.1+
trace-ai · security posturelive
Trace-AI dashboard showing vulnerability breakdown and dependency network
Compl-AI · Remed-AI

Compliance that moves as fast as you ship.

The only platform with Just-in-Time Provisioning and One-Click Remediation™ - purpose-built for SaaS teams who want to ship fast, stay secure, and close enterprise deals. Where others automate paperwork, we enable real security.

  • Get audit-ready, fast. ISO 27001, SOC 2, NIST AI RMF, ISO/IEC 42001 and more with out-of-the-box controls, policy generation, and automated evidence.
  • Fix risks in your own VPC. Just-in-Time service accounts remediate in real time, log every step, and revoke access instantly.
  • No long-lived tokens. No data leaves your cloud. Fully auditable, fully automated.
One-Click Remediation™ · in your VPC
1Provision Just-in-Time service accountscoped
2Fix the finding inside your cloudapplied
3Log every step as audit evidencelogged
4Revoke access instantlyrevoked
ISO/IEC 27001SOC 2 Type I & IINIST CSFCyber Essentials+NIST AI RMFISO/IEC 42001:2023
50+
Native integrations
80+
Pre-mapped controls
100K+
Evidence artifacts
1K+
Secure remediation runs
Trust & Assurance

Trust you can verify, before you take our word for it.

We're early, so we don't ask for blind faith. Every claim here is checkable: published research, open code, and an architecture that keeps your data inside your own cloud.

Featured in / recognised by
See the coverage
Built by founders who lived the friction.
Meet the team
Design-partner program
A small cohort, backed by research.
Request a seat
The Moat

Research to IP to product. The chain nobody else has.

Every product has a peer-reviewed academic or patent origin. This is not a feature, it is a defensibility narrative: a granted-pending USPTO patent and two published papers, each shipping as a product in production.

Patent
US 18/791480

Automating compliance monitoring and remediation with a one-click resolution interface.

Filed Aug 2024 · USPTO Pending
  • One-Click Remediation™ with Just-in-Time access
  • Runs in your own VPC - data never leaves
  • The only compliance-plus-remediation patent at pre-seed stage
Paper
ZSBOM · ResearchGate

A metadata-driven framework for detecting supply-chain risks in Python ecosystems.

Published 2024 · Open-source
  • Goes beyond CVEs - metadata signals CVSS misses
  • Maps to CRA, NIST, and ENISA guidance
  • Non-CVE supply-chain scanning - a category Snyk doesn't own
Paper
ToolProbe · ResearchGate

A two-stage evaluation framework for LLM agent safety in MCP tool-calling.

Published 2025 · Frontier AI safety
  • Tool-selection safety plus execution safety
  • Addresses MCP-specific attack vectors
  • MCP security is a 2025 frontier - ToolProbe stakes the claim first
See the research behind every product
Three threats · one guardian

Your AI is in production. Is your security?

One platform - from the AI agent in production, to the dependencies it ships on, to the audit it has to pass. Protect 1 million AI requests free. No infrastructure changes. No credit card.

Start Protecting Free →Book a Demo