Enterprise

AI security.
On your infrastructure.

Deployment, integrations and research.

Build your security capability on an open-source platform. Work with our team on deployment, tailored workflows and security research.

Talk to usSee what we test
Built forSoftware & Technology CompaniesGlobal enterprisesFinancial servicesCritical infrastructureDefence

Three reasons to
rethink your security.

Serious CVE reports are rising.

High and critical CVEs reported each month.

Reported high and critical CVEs per monthMonthly published CVEs from 21 major software and hardware organizations, 2022-01 through 2026-08. In 2026-08, 2,354 high and 632 critical vulnerabilities were reported. Source: Epoch AI. Reporting practices vary.08001,6002,40020222023202420252026
Published CVEs · 21 major software and hardware organizations

Epoch AI · CVE Data

Attackers get there first.

Good guys used to find the bugs first. Today, the bad guys exploit them a week before.

Mean days from vulnerability disclosure to first observed exploitation63 days in 2018, 63 in 2019, 44 in 2020, 34 in 2021, 32 in 2022, 5 in 2023, minus 1 in 2024, and minus 7 in 2025. Negative days mean exploitation before disclosure.63201863442020343220225−1−72025
Mean days to exploitation.
Negative = exploited before disclosure.

Mandiant · M-Trends 2026

Beyond AppSec.
Institutional-grade infrastructure security.

Always-on

Find & fix vulnerabilities 24/7.

Security Reviews

Checks your code changes

  • PR reviews

    Checks your code changes & releases

  • Scans

    Checks your Full Code base

  • Secrets

    Removes forgotten API keys

  • Monitoring

    Attack surface, Threat & CVE alerts

Auto-scheduled

Tailor-made to your stack, coding style & speed.

Pentests

Tests real-world attack paths

  • Source Code
  • Website
  • APIs
  • Dependencies
  • Apps
  • Cloud & Infrastructure
  • Operating System
  • AI & LLMs
  • White-boxtesting
  • Black-boxtesting
  • Gray-boxtesting

Everything traditional testing & today’s AI tools find: known CVEs, matched and reported. Plus what they were never built to catch: novel 0-days nobody has found before.

Explore the enterprise offering in detail

What we test

  • Network

    Identity, AD, cloud and federation

  • Web

    SQLi, IDOR, XSS, SSRF, auth bypass

  • API

    Tenant isolation, BOLA, business-logic abuse

  • AI & LLM

    Prompt injection, jailbreaks, MCP tool abuse

  • Source code

    Injection, auth, deserialization, memory safety

  • Dependencies

    Supply chain, malicious packages, CVE replay

  • Runtime

    Container escape, sandbox and VM boundaries

  • Operating system

    Privilege escalation, service and library flaws

  • Kernel On request

    0-day hunt into the layer beneath it all

Findings, fixes and safeguards

  • Verified findings

    Re-exploited from scratch by a second agent. No false alarms to chase.

  • Automated fixes

    Auto-verified fixes and patches, opened as PRs.

  • PII filtering

    Strips sensitive data before it reaches the AI model.

  • Container security

    Container image and runtime configuration validation.

  • Supply chain

    Dependency and software supply-chain validation.

Enterprise options

  • Own cloud or on-prem
  • Local LLM hosting
  • SLA and support
  • Early alerts
  • Board report
  • SOC2 compliance report
  • Early access
Talk to us

Set it up once.
No other dashboard to babysit.

Continuous testing, integrated with your delivery pipeline and release cycle.

CI/CD integration · end to end

Triggers

  • Every mergeon push to any branch
  • Every releaseon a tag
  • On a schedulenightly or weekly
  • On demandone API call

Security tests

Depth by rule

  • feature branchStandard
  • mainDeep
  • release tagComplex

Security reviews

Always-on

  • PR reviewsCode changes & releases
  • Codebase scansYour full codebase
  • SecretsForgotten API keys
  • MonitoringThreat & CVE alerts

Every investigation
builds on the last.

Context about your code, architecture and past findings carries into the next investigation. As your software changes, that context helps guide what to test next.

Your environment informs every investigationCode, architecture and past findings feed a shared context. That context guides the next investigation, whose findings carry forward into future work.Your codeArchitecturePast findingsYour project contextUpdated as your software changes.Next investigationNew findings inform the next run.

Delivered where you already work.

f-0416 · evidence packrequest · response · proof
Accepted by your operator

Comprehensive report

Findings, fixes and PoC · full technical detail

Pull request

The fix, opened against your repo

Webhook

Fired into your SIEM or SOAR

Findings API

Behind the dashboard your team already uses

Board report

Optional

AML.T0051 · LLM Prompt Injection · f-0416

A CV upload could talk the assistant into opening another customer's account. We proved it twice, and wrote the fix.

We run the infrastructure

  • Keep agents under control.

    Every agent gets its own sandbox, isolated at the kernel.

  • Go deeper. Run in parallel.

    Scale to hundreds of agents when the job needs them.

  • No false alarms.

    Findings reproduced multiple times before they reach you.

The full power of our research

  • Optimized Model Routing

    The best LLM for each step.

    Non-public frontier cyber models
  • Build on what we’ve found.

    Our attack-path data guides the next investigation.

  • Equip every agent.

    Custom and state-of-the-art security testing tools, ready to use.

Work taken care of

  • Fix what matters first.

    Findings prioritized by business impact.

  • One-click or automatic fixes.

    Fix, test and independently verify. Included with Enterprise.

  • No dashboard. No CLI to babysit.

    Findings and fix PRs arrive in your workflow, ready for review.

Talk to us

Tell us about your infrastructure and security requirements.

See how we verify findings

No false alarms. Only verified findings and fixes.

Reproduced independently. Prioritised by business impact. Less triage for your team.

Illustrative verification queue

FindingBusiness impactPriority

Server-side template injection

f-0416 · Critical

Server compromiseP1

Broken object-level authorisation

f-0421 · High

Customer data exposureP2

Indirect prompt injection

f-0428 · High

Cross-account accessP2

Suspected SQL injection

f-0433 · clean 200 on replay

Not reproducedDropped

Suspected jailbreak

f-0437 · refusal misread as compliance

Not reproducedDropped
The Swiss Applied AI & Cybersecurity Research Lab

Vulnerabilities no one had found.
In the code the world runs on.

Our research finds and fixes novel vulnerabilities in software billions of devices depend on, including the Linux kernel. The same research powers our work for you.

Engineers at these companies deployed our fixes into their software.

CriticalRX buffer overflow on zero-length serial framesLinux kernel · mctp
CVE-2026-68124 · CNA 9.6 Critical
CriticalArbitrary code execution via crafted expressionsjsonata
CVE-2026-77413 · GHSA-8gq3-vp5j-2grp
CriticalCross-tenant agent API-token minting@paperclipai/server
GHSA-47wq-cj9q-wpmp
MediumAnonymous /api/systemstatus leaks exception detailSwiss Federal Chancellery · government code
GHSA-32p4-g4fj-cg95
HighSlab use-after-free in AEAD decrypt completionLinux kernel · TIPC
CVE-2026-63801
HighUse-after-free in MACsec offload RXLinux kernel · mlx5e
CVE-2026-72072

We are in the cyber programs of

Anthropic
Cyber Verification Program

OpenAI Daybreak
Trusted Access for Cyber

Microsoft
Security Advisor

Institutional-grade infrastructure.

For banks, critical infrastructure and teams with demanding operating requirements.

Unique infrastructure

Institutional-grade security

Agents can run without creating new risks

Best-in-class security testing

Agents can find deep vulnerabilities

Every scan gets its own sandbox.

You choose where your infrastructure and AI run.
We choose the models.

01Recommended

Our cloud infrastructure

Frontier cyber models

CapabilityContainment
AnthropicOpenAIMicrosoft
02

Your own tenant

Stays in your cloud

CapabilityContainment
03

On premise, models included

Never leaves your network

CapabilityContainment
DeepSeekQwenMistralvLLMOllama

Start with one engagement.
Continue as your software changes.

Start with an assessment, or go straight to continuous security.

Want to see it work first?

Security assessment: white, black & gray-box.

  1. Define the scope of your business-critical systems.

  2. We test your infrastructure for novel 0-days.

  3. You receive a comprehensive report: human-verified findings & fixes, PoC, board-ready deliverables.

Your infrastructure.
Our security work.

Continuous pentesting across your code, cloud, APIs and infrastructure. We tailor the scope and schedule to your environment.

Your agreed scope
  • Code
  • Cloud
  • APIs
  • Infrastructure

  • Less triage.

    We verify exploits and prioritise findings by business impact, so your team can focus on what matters.

  • Fixes ready to review.

    We prepare auto-fixes, test and independently verify them, then open PRs for your team to review.

  • Testing that continues.

    We run continuous scans and pentesting on an agreed schedule, adapted to your stack, infrastructure and release cadence.

Continuous care for your agreed scope

You can start here directly. A one-off assessment is optional.

Talk to us

Tell us what your team needs.

We’re building the next generation of security products around real needs. Tell us what’s difficult today, what takes too much time, and what you wish worked better.

Talk to us