Product Overview · Confidential

Agentic offensive security
for the era of AI.

Continuous, autonomous penetration testing across your web and mobile apps, cloud, and AI systems. FailSafe hunts vulnerabilities the way real attackers do, and proves what is exploitable.

Aligned to NIST

      Licensed under Singapore's Cybersecurity Act 2018 · CS/PTS/C-202602-071
      San Francisco  ·  Singapore  ·  Tokyo  ·  London  ·  Sydney
    

01 Why now AGENTIC OFFENSIVE SECURITY TESTING

Attacks are outpacing traditional defense.

28% of new vulnerabilities are now exploited within a day of disclosure.

01The attack surface is exploding

AI-generated code and LLM-powered software add attack paths faster than teams can review them.

02Attackers move at machine speed

AI automates recon, exploitation, and lateral movement, collapsing weeks of work into hours.

03Testing can't keep pace

68% of the attack surface goes untested yearly; 55% of findings aren't actionable.

02What FailSafe doesAgentic offensive security testing

AI that hacks your entire attack surface, continuously.

FailSafe deploys swarms of offensive AI agents to break into your web and mobile apps, cloud, APIs and AI systems the way real attackers do, then proves what is exploitable and hands your team the fix.

smart_toy

An autonomous adversary

Offensive AI agents plan, exploit and pivot on their own. No scripts, and no humans in the loop.

all_inclusive

Your whole surface, always on

Web and mobile apps, cloud, APIs and AI systems, tested continuously instead of once a year.

verified

Proof, not guesses

Every finding ships with a working exploit and a fix, so you know exactly what is real.

devices

Web & mobile apps

api

APIs & services

smart_toy

AI & LLM systems

key

Identity & access

account_tree

Code & supply chain

Your entire
attack surface

03 The platform AGENTIC OFFENSIVE SECURITY TESTING

Introducing SWARM

One platform for the entire offensive cycle.

SWARM consolidates identify, prove, and remediate into one continuous, autonomous loop.

01

Identify

Continuously map code, cloud, and AI agents, surfacing exploitable vulnerabilities the way real attackers do.

02

Prove

Run live proof-of-concept exploits, with a full audit trail showing each agent acted in alignment with regulatory and cybersecurity frameworks, and beyond.

03

Remediate

Deliver automated fixes, closing the loop from finding to resolution.

Delivered into the tools you already use

conveyor_beltCI/CD

confirmation_numberTicketing

monitoringSIEM & alerting

forumChatOps

apiAPI & webhooks

lockSSO & RBAC

100%⟳ Sync⟳ Rerun

Provisioning›Reconnaissance›Threat Modelling›Exploiting›Compiling›● Complete

SummaryArchitectureTrust BoundariesNetwork MapAttack TreeEASMRecon Intel

◈ Threat Model v1

SERVICES33

ZONES4

CONTROLS0

EASM9

FINDINGS25

15:52:11 Delegating register.ts to CRAWLER-01: path enumeration
15:52:15 Scan complete: results ready for review

04 Our cyber model AGENTIC OFFENSIVE SECURITY TESTING

GlassBreak: our fine-tuned cyber model for offensive security.

GlassBreak is our own fine-tuned cyber model: sanctioned, privately hosted, and purpose-built for offensive testing, so your most sensitive work stays on private infrastructure and is never retained. It matches the capability of the uncensored, guardrail-free models real attackers use, without depending on frontier models that refuse offensive tasks or hold on to your data.

01Intake

02Orchestration

03Model tiers

04Evidence and reporting

folder_codeCodebase and target

Source · docs · endpoints

policyPolicy and scope

hubGlassBreak

Fine-tuned cyber model · routes each engagement

dnsPrivate open fleet

DeepSeek · Qwen · GLM

boltOffensive LLM

Self-hosted · purpose-built for offensive testing

cloudFrontier APIs

Privately hosted · Claude · OpenAI · Gemini

fact_checkVerifier and evidence

leaderboardFinding ranker and report

reviewsHuman / customer review

In production · cuts reliance on frontier models and external guardrails, keeping sensitive work on private, self-hosted models.

05ProofAgentic offensive security testing

Ranked #1 on CVE-Bench, and proven in the field.

The same engine that tops the public benchmark runs live inside security teams and enterprises today.

#1on CVE-Bench v2.1.0

62.5%

Zero-day · 25 / 40

70%

One-day · 28 / 40

Zero-day exploit success · pass@1 vs multi-attempt

FailSafe SWARM

DeepSeek-V4 + Kimi-K2.7

62.5%pass@1

CyberEvolver

Kimi-K2.5

37.5%pass@16

Claude Opus 4.6

official leaderboard

32.5%pass@1

getfailsafe.com/cvebench40 real web-app CVEs

Customers

Notion

Responsibly disclosed to 101 organizations, including

Deutsche Bank

Security partners

Bitdefender

06The differenceAgentic offensive security testing

How FailSafe compares.

Wider attack surface, our own fine-tuned models, a structured threat-modelling method, and the #1 CVE-Bench result, all in one platform.

FailSafe

AI pentest tools

NodeZero · XBOW · others

Manual pentest

Automated scanners

Attack surface

check_circleWeb, mobile, APIs, AI & LLM, identity, code

Web or network, single vector

Scoped, sampled targets

Known CVEs, mostly web

Approach

check_circleThreat-led, with structured threat modelling

Autonomous, per vector

Manual, point-in-time

Signature matching

Engine

check_circleGlassBreak, our own fine-tuned offensive models

Frontier / general-purpose models

Individual consultants

Static rulesets

Findings

check_circleProven, exploitable, with a fix

Proven exploits, in scope

A report, weeks later

Unvalidated alerts

Cadence

check_circleContinuous, across the whole surface

Continuous, within their vector

Annual or one-off

Scheduled scans

Benchmarked

check_circle#1 on CVE-Bench (62.5% pass@1)

Ranked on web bounties

Not benchmarked

07Enterprise-readyAgentic offensive security testing

Private, sovereign, and safe by design.

Full control over your data, and hard limits on what our agents can do inside your environment.

Your data & sovereignty

folder_offZero data retention

Processed ephemerally: never retained, and never used to train models.

dnsPrivate inference

Self-hosted models. Nothing you test is sent to third-party AI providers.

publicSovereign deployment

In-region or in-country: SaaS, private cloud / VPC, or fully on-prem.

receipt_longImmutable audit trail

Every agent action is logged at the infrastructure layer: tamper-evident and fully reconstructible.

Safe autonomous agents

deployed_codeSandboxed execution

Each engagement runs in an isolated sandbox with least-privilege tooling, torn down when it ends.

my_locationLocked to your scope

Scope is fixed at launch and enforced at the network layer. Agents cannot reach what you did not authorise, or widen their own scope.

blockNon-destructive by default

No denial-of-service and no data destruction. Exploitation stops at proof, never full compromise.

pan_toolGuardrail & kill switch

A separate model checks every action before it runs, with approval gates and a one-click stop.

08How you run itAgentic offensive security testing

Run it yourself, or let us run it for you.

The same GlassBreak engine and the same coverage, delivered as self-serve software or a fully managed service, switch or combine them any time.

Self-serve

Run it yourself.

Your team drives engagements directly in the platform, on your own schedule.

rocket_launch

Connect and launch

Point it at your web, mobile, cloud, APIs and AI, and start in minutes.

tune

Full control and visibility

Set scope, depth and cadence, and watch proven findings land live.

build

Triage and fix in-flow

PoC and fixes wired straight into your CI/CD, tickets and SIEM.

verified_user

Best fit

Security teams that want continuous testing under their own control.

Fully managed

Let us run it.

Our offensive team scopes, operates and validates, then hands you the results.

support_agent

We scope and operate

We define the program and run the engagements end to end.

fact_check

Expert-validated results

Our analysts review and prioritise before anything reaches you.

inventory_2

Delivered to your team

Prioritised findings, fixes and evidence, straight into your tools.

groups

Best fit

Teams without an in-house offensive security function.

The impact

Up to 80% cost and time savings, across security teams of every size.

09 Team & backers AGENTIC OFFENSIVE SECURITY TESTING

Built by security, cryptography & AI veterans.

Aneirin Flynn

CEO

Former naval officer and intelligence analyst who has built teams across technology, finance, and cyber.

Ari Medvinsky, PhD

CTO

30+ years in applied cryptography and security at Google and Microsoft, and a DARPA scholar. Architects SWARM’s multi-model offensive engine and its evidence-based validation.

Wui Foo

President

Two decades leading risk, engineering, and security at Credit Suisse, Google, and Grab. Drives FailSafe’s growth across financial services, telco, and big tech.

Henry Foo

CPO

Former Micron engineer, now leading product for FailSafe’s agentic platform, shaping how teams identify, prove, and remediate vulnerabilities in AI applications.

Backed by

$10MRaised

HQ · San Francisco & Singapore  ·  Tokyo  ·  London  ·  Sydney

FailSafe Product Overview · Confidential

Put continuous offensive
security on autopilot.

Continuous, AI-driven offensive security across your web and mobile apps, cloud, and AI systems. See what is exploitable, and fix it fast.

The outcome · continuous assurance, not point-in-time hope

check_circleCatch criticals early

Exploitable flaws found and proven before release, not after a breach.

check_circleFix with confidence

Every finding ships with a working exploit and a clear fix.

check_circleAlways audit-ready

Continuous evidence and a full trail, on demand.

check_circleNever fall behind

Every new release, CVE and exposed service, tested automatically.

[email protected] · getfailsafe.com
San Francisco  ·  Singapore  ·  Tokyo  ·  London  ·  Sydney

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Agentic offensive securityfor the era of AI.