AI Red Teaming with Novee
AI red teaming for AI agents and
AI applications
Novee continuously uncovers and validates vulnerabilities across your AI applications, mapping real exploit paths and guiding your team to verified remediation before attackers can act.
Chosen by teams that take attackers seriously
Your AI apps ship constantly. Your testing doesn't.
AI applications change constantly, prompts evolve, models are swapped, and new integrations are added. Traditional testing approaches don’t keep up.
Traditional pentesting tools
Don’t understand how AI systems behave
Web app and API scanners pattern-match against known classes. They don’t understand prompts, reasoning chains, or how models interact with tools and data.
Manual AI red teaming
Expert work that can’t scale
A skilled tester can go deep on one application, but can’t keep up with frequent releases or a growing portfolio of AI features.
Prompt
scanners
Catch known issues only
Rule-based tools detect familiar jailbreaks, but miss multi-step attacks and how features can be combined to expose data.
CAPABILITIES
Find and prove real AI agent and AI application vulnerabilities, at scale
Novee uncovers how your AI applications can actually be broken – identifying real exploit paths, validating every finding, and guiding your team to verified remediation, fast and at scale.
Works across any
LLM stack
Supports OpenAI, Anthropic, and open-source models across chatbots, copilots, agents, and workflows.
- Any model
- Any architecture
- Any AI-powered application
Full AITG
coverage
Tests every category in the OWASP AI Testing Guide, mapped to your specific application.
- Prompt injection and jailbreaks
- Data exfiltration and sensitive data exposure
- Agent permission misuse and tool abuse
- Insecure output handling
- Model denial of service
- Supply chain vulnerabilities
Validated findings with tailored fixes
Every finding includes a working exploit, reproduction steps, and remediation guidance tailored to your AI application.
- Stack-aware fixes
- Automatic re-testing
- Regression checks
PERSONAS
Built for every team securing AI
Securing AI applications spans multiple teams. Novee gives each role what it needs to find, fix, and reduce real risk.
CISO
Deploy safe AI applications
See exactly which AI applications have been tested, what was found, and what’s been fixed.
- Continuous coverage across AI applications
- Real exploit paths, not just theoretical risk
- Evidence for board, audits, and reviews
AI / ML Engineering
Security that keeps pace with releases
Run tests automatically when prompts, models, or integrations change and see results directly in your workflow.
- CI/CD-triggered testing embeded into your workflow
- Tailored fix guidance optimized for your specific stack
- Automatic retesting to confirm and validate that the fix held
AppSec
Findings you can act on immediately
Every finding is validated end to end. No noise from rule-based scanners, no manual replay of red team transcripts.
- Working exploit and PoC for every finding
- Reproduction steps tied to the affected workflow
- Remediation specific to the model and integrations
HOW IT WORKS
How Novee works: From AI application to verified exploit
Novee maps your AI system, tests how it behaves, proves vulnerabilities, and helps you close the loop with verified remediation.
01
Discover
Map the AI application surface
Builds a model of prompts, tools, permissions, and data flows.
No generic test cases. The system learns your app's logic before testing begins.
02
Detect
Generate AI-specific attack scenarios
Planner agents generate test cases based on OWASP AITG and real attack techniques, including prompt injection paths, jailbreak strategies, agent permission abuse, and exfiltration through legitimate tool calls.
No static checklists. Test cases reflect how your specific AI app could actually be attacked.
03
Validate
Prove every finding
Independent agents confirm exploitability and validate with deterministic checks, not inference. Novee only reports what is proven, with a working exploit and PoC.
No noisy transcripts. Only validated, reproducible findings with working exploits and PoCs reach your team.
04
Remediate
Close the loop, guide the fix
Remediation guidance is tailored to your WAF, backend, and tech stack. If connected to CI/CD, remediation goes to the code level, aligned to your actual codebase. Fix guidance is based on how the vulnerability actually works.
No generic prompt-engineering tips. Remediation is specific to your stack and verified before findings are closed
05
Report and Retest
Confirm the fix held
Every finding includes full proof – requests, PoC, steps, and remediation history. Once a fix ships, Novee automatically retests the original exploit and verifies the vulnerability is resolved.
No regressions and no unresolved risk
What security leaders say
“As the leading agentic orchestration platform for the enterprise, data isolation between our customers is non-negotiable. We need to prove that continuously, not once a year. Novee adapted to our multi-tenant SaaS product within days.”
Scott Roberts
CISO
“Our pen tests took weeks and consistently missed critical issues. Novee found them immediately and gave us instant remediation guidance. It showed us what we'd been missing.”
John Barrow
CISO
“Novee rethinks penetration testing for how attacks actually happen today. Continuous, attacker-level validation that proves what’s exploitable and shows teams exactly how to fix it is a meaningful shift for modern security programs.”
Troy Wilkinson
Former Fortune 500 CISO
"The hardest vulnerabilities for us to catch aren’t misconfigurations or known patterns. They’re business logic issues that only show up when someone understands how the application is supposed to work. That’s exactly the gap Novee closes."
Tamir Ronen
CISO, HiBob
"We had EASM tools and manual pentests that produced mostly noise. Novee came in black-box with zero credentials and within days found dozens of real vulnerabilities we could actually fix."
Itzik Menashe
CISO, Global VP IT InfoSec & productivity
“As an AI researcher, what stood out about Novee is that they built a proprietary offensive AI model designed to think like an attacker, rather than wrapping generic LLMs. That matters for enterprise-grade results.”
Tal Shapira
PhD, CTO
“This was by far the deepest and fastest security assessment we’ve had. Novee uncovered issues across our web and mobile applications that had gone undetected before, and the level of depth was unlike anything we’d seen from other vendors.”
Amir Tito
CISO
“We had urgent compliance need and we couldn’t wait weeks for DAST findings, and an in-depth pentest report. Instead Novee came in and delivered immediate value with their AI pentesting platform; we closed our gaps and quickly met the criteria we needed for certification.”
Ron Reiter
CTO
"Traditional DAST produced either zero or irrelevant results. We needed something that could identify complex vulnerabilities like server-side request forgery. Novee consistently surfaces findings we simply weren't seeing before."
Robert Kugler
Head of Security, IT & Compliance
"Before Novee, we were getting a snapshot once a year. Now we have continuous coverage across our application portfolio, we're already finding things that prior manual pentests missed completely, and I have real confidence that our security posture reflects what's actually in our environment."
Abhijeet Patkar
Cyber Security Manager
