Swarm AI Red Team
Attack Before They Do.™
415 attack scenarios. 9 specialized agents. Built for LLMs, AI agents, and agentic workflows. Scout identifies weak spots — agents redirect attack pressure in real time. Every ambiguous response is semantically judged, not keyword-matched. Audit-ready evidence in 24 hours — starting at $2,500.
No credit card required · Multi-tenant isolated · Evidence exports: PDF / CSV / JSON
🐝 The Swarm Gets Smarter Every Scan
Every scan teaches the swarm which attack categories bypass your defenses. By scan 3, DefendML knows your AI's weak spots better than you do.
Scan 1
Scout + Probe attack from every angle
Scan 2
Swarm Memory focuses on confirmed weak spots
Scan 3+
Full attack pressure on your vulnerabilities
DefendML's Swarm AI Red Team learns which attack categories bypass your defenses — getting smarter every scan.
Why DefendML is Different
We find vulnerabilities. We don't prevent them. That's the job of your security controls.
Offensive-First Approach
While the market built defensive layers, DefendML was purpose-built for offensive red team testing — the attack-first mindset security professionals actually need.
Built for the Frontier AI Era
Industry leaders observe that frontier AI compresses a year of manual pen testing into weeks. DefendML provides sub-second scan initiation — 9 adaptive agents attack your AI endpoint and return audit-grade evidence the way real frontier attackers operate, not the way defensive tools react.
Built by Practitioners
Founded by a Senior IT Infrastructure & Security Manager with 20+ years of experience and 4 successful SOC 2 Type II audits. We've been on the auditor's side of the table.
AI-Powered Remediation Playbooks
Generates context-aware security playbooks for every vulnerability found — actionable fixes for your implementation, not generic advice.
Swarm AI Red Team Testing as a Service
DefendML ATTACKS AI systems, AI agents, and agentic workflows to find vulnerabilities. Pure offensive testing.
415 Attack Scenarios
Execute adaptive red team attacks against YOUR AI implementation. Scout identifies weak spots on the fly — 9 agents redirect attack pressure in real time.
- ✓CBRN synthesis & dual-use enablement
- ✓Jailbreak + prompt injection resistance
- ✓PII leakage + data exfiltration
- ✓Cybersecurity attack enablement
- ✓Multi-turn attack sequences — simulates real attacker behavior
- ✓Custom attack objectives — describe your scenario in plain English
AI-Powered Remediation Playbooks
Every vulnerability comes with context-aware security playbooks. Actionable fixes specific to your implementation — not generic advice.
- ✓Custom remediation for each finding
- ✓Defense layer attribution (L1–L4)
- ✓Priority-ranked security improvements
Audit-Grade Evidence
Generate evidence-ready reports mapped to OWASP, NIST, MITRE, ASL-3, SOC 2/ISO, and EU AI Act. Export PDF/CSV/JSON for auditors. 7 frameworks covered in every scan.
- ✓Multi-format export (PDF / CSV / JSON)
- ✓Decision rationale + timestamps
- ✓7-framework coverage mapping
Agentic AI Attack Testing
Purpose-built attack scenarios for autonomous AI workflows — the fastest-growing attack surface in enterprise AI.
- ✓Agent-to-agent communication attacks
- ✓Non-human identity exploitation
- ✓Prompt injection in autonomous workflows
- ✓Agentic supply chain vulnerabilities
No Two Scans Are Identical
Scout agent analyzes your target in real time — weak spots trigger adaptive attack pressure, strong defenses are deprioritized. 100–160 prompts per scan, drawn from our 415-scenario library. Every ambiguous response is semantically judged, not keyword-matched.
Try Live DemoHow It Works
Three steps to offensive AI security testing and audit-ready evidence.
Connect Your AI Target
Point DefendML at your AI endpoint, agent, or agentic workflow. Multi-tenant isolated by design — your data stays yours.
Run Offensive Red Team Scans
Execute 100–160 adaptive prompts drawn from our 415-scenario library — Scout identifies weak spots, swarm redirects pressure. CBRN, jailbreaks, PII leakage, cyber enablement — real offensive testing.
Export Evidence + Remediation
Get audit-grade reports with AI-powered remediation playbooks in 24 hours. Export PDF/CSV/JSON for security reviews and auditors.
Evidence, Not Claims
DefendML generates measurable security outcomes you can attach to risk reviews, security questionnaires, and audit packages.
Live Dashboard
Live attack dashboard — view all scans, filter by severity, track block rates across all targets. Every result time-stamped.
Multi-Format Export
Export evidence in PDF (auditors), CSV (data teams), or JSON (automation). Built for security reviews and audit workflows.
7-Framework Coverage
Our 415-scenario library maps to OWASP LLM Top 10, OWASP Agentic Top 10, NIST AI RMF, MITRE ATLAS, and more — simultaneously. 100% ASL-3 CBRN coverage in every scan.
All 7 Frameworks Covered in Every Scan
10–80× More Affordable Than Alternatives
$2,500 pilot vs $10K–$200K+ service contracts. Pay for offensive testing, not features you don't need.
Free
- ✓50 prompts · Scout+Probe agents
- ✓3 free scans · real results
- ✓AI Security Score
- ✓No PDF export — upgrade for audit-grade evidence
Pilot
- ✓100 prompts · 5-agent swarm · Scout through Persist
- ✓24-hour PDF delivery
- ✓7-framework evidence report
- ✓AI-powered remediation playbook
- ✓PASS / FAIL verdict with timestamps
Standard
- ✓160 prompts · 9-agent swarm · Full attack pipeline
- ✓24-hour full delivery
- ✓Complete evidence package
- ✓Priority AI remediation
Growth
- ✓160 prompts × 3 targets · 9-agent swarm · Full attack pipeline
- ✓Monthly scans
- ✓AI Risk Score tracking
- ✓CI/CD integration support
Enterprise — Custom
Unlimited targets · CI/CD ready · Custom attack scenarios · Priority SLA
Compare: Traditional services charge $10K–$200K+ annually. DefendML starts at $2,500 for offensive red team testing with audit-grade evidence.
Frequently Asked Questions
Red Team Your AI — And Export Proof
Run 415 AI red team attack scenarios and generate audit-grade evidence in 24 hours. $2,500 Pilot. No hidden costs.