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Weaponize Defense.Weaponize Defense. Adversary-grade. Across every surface.Adversary-grade. Across every surface.

APPLIED AI LAB BUILDING WORLD'S FIRST FULL-KILLCHAIN PROACTIVE CYBER PLATFORM BUILT BY HACKERS, VALIDATED BY GOVERNMENTS, CHOSEN BY TOP ENTERPRISES.

Try it now
See how it works
// take a peek
app.cracken.ai
Cracken cybergraph: an exploited SQLi-to-auth-bypass chain, walked and evidenced
See how it works
// Supported By

Partners

  • National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”
  • Blekinge Institute of Technology, BTH
  • MIT Martin Trust Center
  • CCDCOE
  • National Academy of the Security Service of Ukraine
  • FS-ISAC
  • UK
  • NSDC Ukraine
  • NCSCC Ukraine
  • Unusual
  • Frontline
  • Form Ventures
  • Strike Capital
  • National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”
  • Blekinge Institute of Technology, BTH
  • MIT Martin Trust Center
  • CCDCOE
  • National Academy of the Security Service of Ukraine
  • FS-ISAC
  • UK
  • NSDC Ukraine
  • NCSCC Ukraine
  • Unusual
  • Frontline
  • Form Ventures
  • Strike Capital

Time to exploit Apps has collapsed Physical has collapsed Humans has collapsed Shadow AI has collapsed

2.4yrsFlaw made public → attack code, by hand · 2019
<24hrsFlaw made public → attack code, by AI · 2026
2.4yrsFlaw made public → attack code, by hand · 2019
<24hrsFlaw made public → attack code, by AI · 2026

Cracken field observation — The gate was never the hardware — a Proxmark has been on sale since 2007. It was knowing which protocol a badge speaks, which commands to run and how to write the clone. A model supplies that on demand, so an operator who has never touched RF now does in an hour what took a fortnight to learn.

Czybik et al., USENIX Security '26

Cracken field observation

Reactive cyber is dead

The patch now arrives after the attacker. Reacting was a strategy while you still had the months.

By attack surface

  • Apps: Flaw made public → attack code, by hand · 2019 2.4 yrs → Flaw made public → attack code, by AI · 2026 <24 hrs.
  • Physical: A beginner copies a door badge, alone 2 wks → A beginner copies a door badge, asking AI 1 hr. Cracken field observation The gate was never the hardware — a Proxmark has been on sale since 2007. It was knowing which protocol a badge speaks, which commands to run and how to write the clone. A model supplies that on demand, so an operator who has never touched RF now does in an hour what took a fortnight to learn.
  • Humans: One person writing phishing for 10,000 staff 7 mo → AI writing phishing for 10,000 staff 5 days. Czybik et al., USENIX Security '26
  • Shadow AI: Staff adds AI tool → attackers reach it · 2023 11 mo → Staff adds AI tool → attackers reach it · 2026 3 days. Cracken field observation
// the organization is the attack surface// the organization is the attack surface

Tools test components.Tools test components. Attackers chain organizations.Attackers chain organizations.

One intrusion crossing three attack surfacesSix steps run left to right. Step 01 lands on the human surface, 02 crosses to technical, 03 hijacks the AI surface, 04 and 05 return to technical, and 06 reaches critical impact. A dashed outline marks the technical surface alone, labelled as only what a pentest sees.HumanAITechnicalOnly what a pentest sees010203040506
  • 01 — Compromise a person01 — Compromise a person

    Manipulate trust and open the first door.

  • 02 — Cross identity02 — Cross identity

    Steal credentials, permissions and context.

  • 03 — Hijack the agent03 — Hijack the agent

    Turn models, memory and tools into leverage.

  • 04 — Exploit systems04 — Exploit systems

    Move through applications, cloud and code.

  • 05 — Hold and pivot05 — Hold and pivot

    Keep the access and reach the next system.

  • 06 — Critical impact06 — Critical impact

    Funds. Production. Data. Decisions.

Your red team walks this chain twice a year. Cracken walks it on the days in between.

From the first scanFrom the first scan to your first remediation.to your first remediation.

Cracken integrates with your tools, maps your assets and organizational attack surface; it self-configures to optimize costs and run only inside your guardrails.

Cracken integrates with your tools, maps your assets and organizational attack surface; it self-configures to optimize costs and run only inside your guardrails.

It does not stop at a surface boundary. A lure that lands becomes an identity, an identity becomes an agent, an agent becomes production — one operation, one path.

Cracken proves a finding by exploiting it, then shows the path it walked to your crown jewels. No proof, no finding.

One graph holds the tenant: hosts, identities, services, domains, findings and the data they reach. Cracken ranks exposure by what actually chains to impact — an identity is a path, not a row in a report.

Every fix comes back written for the tool that owns it — the exact containment command, the exact access rule, the pull request on the vulnerable line — handed to the team that owns it with the proof attached. The connectors stay read-only: Cracken reads your stack to find the path, and never writes to it.

Adversary-grade StackAdversary-grade Stack Model, Harness, PlaybookModel, Harness, Playbook

It writes payloads, chains exploits and adapts when the first attempt fails — no refusal mid-engagement, no run burned re-prompting a model into cooperating.

NO REFUSALMODELEXPLOIT · PAYLOAD

A Tentacle runs wherever your operational security requires — inside your network where you can reach your dev instance, or on a machine with the infrastructure to run it covertly. Tools execute there, not on Cracken's backend, so traffic arrives at your systems from where you put it. Tentacles run in parallel across the tenant, and realms keep each business unit's run blind to every other.

Playbooks and skills from real operations, driven in natural language. Build your own, or reshape what ships.

Deploy as SaaS, in your private cloud, fully on-prem, or even air-gapped. Assets, findings, and logs stay in the environment you choose.

NO REFUSALMODELEXPLOIT · PAYLOAD
IntegrationsIntegrations

Wire in your stack.Wire in your stack. Weaponize what it knows.Weaponize what it knows.

Cracken reads the tools you already run to scope the attack, then routes the fix back to the one that owns it.

  • Semgrep
  • + Your own
  • Amass
  • Blackbird
  • GHunt
  • ExifTool
  • FOCA soon
  • ffuf
  • Sliver soon
  • Mythic soon
  • Cobalt Strike soon
  • Havoc soon
  • Empire soon
  • Covenant soon
  • Metasploit soon
  • Brute Ratel soon
  • Holehe
  • Katana
  • Maigret
  • Nikto
  • Nmap
  • Nuclei
  • OSINTgram
  • PhoneInfoga
  • Recon-ng
  • SQLMap
  • Sherlock
  • Subfinder soon
  • Tavily
  • Trivy
  • h8mail
  • httpx
  • theHarvester
  • Semgrep
  • + Your own
  • Amass
  • Blackbird
  • GHunt
  • ExifTool
  • FOCA soon
  • ffuf
  • Sliver soon
  • Mythic soon
  • Cobalt Strike soon
  • Havoc soon
  • Empire soon
  • Covenant soon
  • Metasploit soon
  • Brute Ratel soon
  • Holehe
  • Katana
  • Maigret
  • Nikto
  • Nmap
  • Nuclei
  • OSINTgram
  • PhoneInfoga
  • Recon-ng
  • SQLMap
  • Sherlock
  • Subfinder soon
  • Tavily
  • Trivy
  • h8mail
  • httpx
  • theHarvester
  • Snyk
  • GitHub Advanced Security
  • GitLab
  • Qualys
  • Rapid7 InsightVM
  • Microsoft Defender Vulnerability Management
  • Microsoft Defender for Cloud
  • Okta
  • Microsoft Entra ID
  • CrowdStrike Falcon
  • SentinelOne
  • Wiz
  • Tenable
  • Aikido
  • Amazon Inspector
  • CrowdStrike Spotlight
  • Microsoft Defender for Endpoint
  • Orca Security
  • SentinelOne VM
  • Shodan
  • Snyk
  • GitHub Advanced Security
  • GitLab
  • Qualys
  • Rapid7 InsightVM
  • Microsoft Defender Vulnerability Management
  • Microsoft Defender for Cloud
  • Okta
  • Microsoft Entra ID
  • CrowdStrike Falcon
  • SentinelOne
  • Wiz
  • Tenable
  • Aikido
  • Amazon Inspector
  • CrowdStrike Spotlight
  • Microsoft Defender for Endpoint
  • Orca Security
  • SentinelOne VM
  • Shodan
See all integrations

An offensive platform,An offensive platform, with the leash in your hand.with the leash in your hand.

HUMAN IN & ON THE LOOP

Watch every step as it runs. Take the keyboard at any point without killing the run.

SEMI-AUTONOMY

Set the intrusiveness level before the run starts. Anything above it stops and waits for your approval.

GROUP KILLSWITCHES

Kill one operation, or every operation in a realm, from one control.

OPERATION LEDGER

Every command, approval and artifact, timestamped. Replay the run step by step, months later.

SANDBOXING

Tools run inside a Tentacle — a container on a host you own. Never on Cracken's backend.

SECRET SCANNING & REDACTION

Credentials the agent touches are matched and masked before they reach a log or a report.

// from live engagements

What Cracken foundWhat Cracken found in real engagements.in real engagements.

6 hrs

to reach the payments network

Starting from one exposed test server. Retail bank, first operation.

3 of 41

criticals were actually exploitable

European insurer, 12,000 assets.

61%

of attack paths began on a forgotten asset

An asset the customer did not know it owned. Across engagements.

Same team. More ground.Same team. More ground.

2x

Engagements per quarter, same team

40–60%

Fewer analyst-hours per engagement

10d → 1–2d

Engagement prep automated

Observed across Cracken engagements. Ranges, not averages.
// the lab// the lab

We publishWe publish what we break.what we break.

  • arXiv

    Not All Refusals Are Equal

    Safety alignment cannot tell an authorized red team from an attacker. Measured across 24 models, 0.6B to 1T.

    arXiv:2607.02714
  • GitHub

    RedLineBench

    An open benchmark that scores refusal and capability separately. A model that declines and a model that cannot are not the same failure.

    cracken-ai/redline-bench
  • GitHub

    Project BlackSea

    An open-source honeypot. Seed lures that read as real assets, and log what an attacking agent found, downloaded and ran.

    cracken-ai/blacksea

Start as a buyer, an operator, or a partner.Start as a buyer, an operator, or a partner.

CISOCISO

Run it against systems you nominate, in your environment.

Ethical HackersEthical Hackers

Bring your own scope. Keep what you find.

Try it now

MSSP / VARMSSP / VAR

Run Cracken for your clients. Become our partners.

Partner with us

You're Running Out of Time. So Are They.

Ask the question that matters — can someone get from outside to the crown jewels, and get back the path a machine walked, with the commands, the timestamps and the fix?

Try it now
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All rights reserved.

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