Manufacturers are a high value target and, increasingly, a scrutinized defender. Novee combines the capabilities of an AI hacker and an AI defender in one platform, continuously finding, proving, and closing the exploitable risk that leads to real breaches, and producing the evidence your auditors and regulators expect.
Manufacturers hold product designs and trade secrets – the systems that keep production running – and privileged access into partner and supplier networks. As connected factories and smart products expand the digital surface, the sector now carries a fast-growing regulatory load. That combination makes manufacturers both a high-value target and a scrutinized defender.
Adversaries are no longer working by hand. Automation probes continuously, mimics legitimate traffic, and chains small flaws into real breaches. What once required a skilled operator now runs around the clock.
CI/CD pipelines push code changes daily, and the vulnerabilities that cause breaches are too complex for scanners to flag. These risks surface only if you understand how the application is supposed to work.
The vulnerabilities that cause breaches in manufacturing live in how your application is supposed to behave. Novee’s Asset Intelligence Model builds a living understanding of each asset’s workflows, roles, permissions, and APIs, so it finds the abuse cases scanners structurally can’t. Business logic and workflow abuse across order and supplier flows IDOR, authorization gaps and privilege escalation across partner portals
Real attackers combine access-control weaknesses, chain IDORs with privilege escalation, and abuse business logic to reach valuable data. Novee reasons across steps, maintaining state, switching roles, and traversing workflows to prove the full path. Multi-step exploitation across endpoints and integrations Severity escalation across stateful workflows Coverage of the AI-enabled attack surface: prompt injection, agent manipulation, and adversarial abuse
Manufacturing security teams can’t afford alert fatigue. Every Novee finding is proven exploitable before it reaches your team, by a team of independent agents and redundant deterministic checks where applicable. If any stage fails, the finding is never reported. Working exploit and PoC script with every finding A short set of proven risks, not thousands of alerts to triage
Annual tests are a static snapshot. Novee runs on every deploy or on demand, so coverage always reflects what’s actually in production, across your entire portfolio, not just the applications that made it into scope this quarter. Runs on every deploy Continuous coverage across all assets Attack paths re-evaluated as code ships
Because Novee both discovers and exploits each issue, it understands exactly how the flaw manifests, and delivers remediation specific to your WAF, backend, and codebase. Once the fix ships, Novee automatically retests to confirm it holds. Code-level fixes tailored to your stack Automatic retest to confirm the fix held Discovery to verified fix in one workflow
Novee starts from a domain name, the same starting point as a real attacker, and performs infrastructure discovery, endpoint enumeration, API mapping, and workflow reconstruction on its own, delivering value in days. Meaningful findings within hours, not weeks Expand to gray- or white-box whenever you choose
“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.”
“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, 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.”
"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."
"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."
Yes. Novee needs no privileged access. Safety runs in two layers. Deterministic guardrails run outside the model, in a proxy the agent can’t reason around, capping request rate and holding it to approved hosts, time windows, and an optional kill switch. A separate Gatekeeper agent reviews each step before it runs, and every action is logged. Every engagement starts with a pre-test plan of exactly what will be tested, and how.
No. Novee begins true black-box, from a domain name alone, and performs discovery, endpoint enumeration, API mapping, and workflow reconstruction on its own, so there’s no lengthy onboarding or access approval. You can expand to gray- or white-box testing later if you choose; value is delivered immediately from the external attack surface.
Yes. Every finding is validated and carries a working exploit, reproduction steps, and a complete evidence trail. Novee generates audit-ready reports — full or executive — on demand, with coverage mapped to framework requirements, so your GRC and audit teams have defensible proof ready when they need it.