Elite AI hackers aren’t born. They’re trained.
Elite AI hackers aren’t born. They’re trained.
Elite AI hackers aren’t born. They’re trained.
Elite AI hackers aren’t born. They’re trained.
A Security has credible founders and strong funding, but it launched from stealth in June 2026 with no named customers and no verifiable product yet. Novee is already proven in production, with named enterprise customers and results you can inspect.
A stealth launch with no references doesn’t hold up in evaluation against an offensive AI platform trusted by the enterprise.
No named customers.
No verifiable product to evaluate.
No coverage detail published.
Stealth-launched, with no track record.
When you can’t verify a competitor’s product, the only sound comparison is against what is proven, in production, with references you can actually call.
Proven in production today.
Named enterprise customers and references.
Verifiable results you can inspect.
A demonstrated proprietary model.
Transparent per-asset pricing.
Running continuously right now.
| Capability | Novee AI Pentesting | A Security |
|---|---|---|
| Proven track record | A working engine proven in production, running against real customer environments today with findings security teams have acted on. |
Launched from stealth in June 2026 with credible founders, but no proven results published yet. |
| Named customers & references | Named enterprise customers, including UiPath, HiBob, and K Health, available as references. |
No named customers and no references, so performance in a real environment can’t be checked. |
| Autonomous execution | Fully autonomous from discovery to fix, reasoning and chaining exploits without a human in the loop, demonstrated on live customer environments rather than just described in a product framework. |
Positions around autonomous testing, but the claim is unverified, with no product anyone outside the company can yet run. |
| Continuous, change-triggered testing | Runs on demand or automatically when code ships via CI/CD, continuously, so coverage keeps pace with change, a capability running in production today and not merely on a roadmap. |
Claims continuous, cross-domain testing, but that remains an unverified and undemonstrated claim. |
| Validation & exploit proof | Findings proven by three independent agents, each delivered with a working exploit, replication steps, and a PoC script you can validate yourself before acting. |
No sample report or exploit proof available. |
| Coverage | Web apps, APIs, mobile apps, and AI agents/LLMs, documented and running today across real customer environments. |
Web apps and infrastructure. |
| Offensive AI stack | Proprietary offensive reasoning model orchestrated with best-in-class frontier models, purpose-built and optimized for offensive application security. |
No proprietary model disclosed or yet demonstrated to date. |
| Pricing | Flat per-asset pricing tied to complexity, published and comparable, so depth and frequency don’t cost extra as you test. |
Pricing is not disclosed, so any lower-cost claim simply can’t be compared. |
“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.”
“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.”
"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."
“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.”
"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."
"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."
“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.”
“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.”
“We had urgent compliance need and we couldn’t wait weeks for DAST findings, an external exposure audit, and an in-depth pentest report. Instead Novee came in and delivered immediate value with their AI pentesting platform; with their findings, we closed our gaps and quickly met the criteria we needed for certification.”
"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."
