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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

Supported By

  • 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 Humans has collapsed Shadow AI has collapsed

2.4yrsExploit published → exploited, 2019
<24hrsExploit published → exploited, 2026
2.4yrsExploit published → exploited, 2019
<24hrsExploit published → exploited, 2026

Czybik et al., USENIX Security '26

Cracken field observation

Reactive cyber is dead

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

By attack surface

  • Apps: Exploit published → exploited, 2019 2.4 yrs → Exploit published → exploited, 2026 <24 hrs.
  • Humans: To phish a 10,000-seat company 7 mo → The same campaign, generated 5 days. Czybik et al., USENIX Security '26
  • Shadow AI: Shadow AI adopted → reachable · 2023 11 mo → Shadow AI adopted → reachable · 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

Human — spearphishing, social engineering, trust. AI — agents, models, tools, memory. Technical — apps, identity, cloud, code. A pentest sees only the last one.

  • 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.

See the platform

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 estate: 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.

What makes itWhat makes it adversary-grade.adversary-grade.

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

One estate, many realms: a run in retail banking cannot see, touch or report on anything in markets. Tentacles — containers on hosts you own — run in parallel across the whole estate.

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

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

HUMAN IN & ON THE LOOPHUMAN IN & ON THE LOOP

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

SEMI-AUTONOMYSEMI-AUTONOMY

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

GROUP KILLSWITCHESGROUP KILLSWITCHES

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

OPERATION LEDGEROPERATION LEDGER

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

SANDBOXINGSANDBOXING

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

SECRET SCANNING & REDACTIONSECRET SCANNING & REDACTION

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

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
// from live engagements

Move the metrics that matter.Move the metrics that matter.

6 hrs

Bank staging host to payments

Retail bank, first operation.

3 of 41

Insurer CVEs actually exploitable

Critical-rated, in context. European insurer, 12,000 assets.

61%

Attack paths from a dormant asset

Assets customers forgot about. 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
  • Project BlackSea

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

    Write-up

Three ways in.Three ways in.

CISO/Security DirectorsCISO/Security Directors

Run it against systems you nominate, in your environment.

Ethical Hackers/Bug HuntersEthical Hackers/Bug Hunters

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?

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All rights reserved.

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