Chosen by teams that take attackers seriously
Pentera proves what’s exploitable across your network and infrastructure. Novee goes deep on the layer attackers use to breach modern products — your applications and API — reasoning like a real attacker, continuously, and closing the loop with a verified fix.
See what Novee finds in your applications that infrastructure validation can’t.
Pentera earned its position in Automated Security Validation, but it was built for infrastructure. On the application and business-logic layer, the gaps show.
Built for infrastructure, not applications.
Human-guided, not fully autonomous.
No compounding application context.
No confirmed proprietary offensive model.
Detection without a closed loop.
Novee is an AI penetration testing platform purpose-built for the layers attackers target most often, combining an AI hacker and an AI defender in one continuous loop. It reasons about how your applications actually work, then finds, proves, and closes real exploitable risk.
Depth on the application layer.
Fully autonomous, at machine speed.
A purpose-trained offensive model.
Context that compounds every cycle.
Zero false positives by design.
Closed-loop remediation.
| Capability | Novee AI Pentesting | Pentera |
|---|---|---|
| Application & business-logic testing | Core strength — reasons about how your apps work to find business logic flaws, authorization gaps, and chained attack paths |
Infrastructure-focused; application and business-logic testing in beta. |
| Compounding context | Living model every cycle — the Asset Intelligence Model expands coverage and sharpens testing over time |
No equivalent; testing does not compound an application-specific model across runs |
| Closed-loop remediation | Finding to verified fix — stack-specific remediation, automatically retested to confirm it held |
Proves exploitability, but no confirmed stack-specific remediation or automatic retest |
| Proprietary offensive model | Purpose-trained — a proprietary offensive reasoning model inside an multi-model Offensive System |
Agentic AI layer on a deterministic engine; no confirmed proprietary offensive model |
| Autonomy | Fully autonomous — agents test continuously with no human approval in the loop |
Automated infrastructure testing, but analysts approve each testing step |
| Developer-workflow integrations | Built for engineering — CI/CD triggered, with Jira and GitHub |
SOC-ecosystem integrations, but no developer-workflow integrations |
| Continuous testing | Continuous by design — triggered on every change through CI/CD |
Runs continuous pentesting across the infrastructure and network surface |
| Coverage | Application surface — web, API, mobile, and AI apps |
Broad infrastructure reach — network, cloud, external surface, and AI attack surface |
“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."
