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.
Mindfort is a capable platform with a proprietary model and strong remediation, but it launched recently, sells credit-based tiers, skips mobile and AI apps. Novee is proven at enterprise scale, runs continuously, and covers the full app layer.
Mindfort has real capabilities for a young platform, but early-stage and credit-based aren’t built for continuous enterprise coverage.
Very early, not enterprise-ready.
Credit-based, so testing is episodic.
No confirmed independent validation.
Proprietary AI, but unproven in depth.
No mobile or AI app coverage.
Maturity matters: proven at enterprise scale, running continuously without a credit meter, and validated independently, so you can trust exactly what reaches your team.
Proven at enterprise scale.
Continuous, with no credit meter.
Independently validated, not claimed.
Full application-layer coverage.
Flat per-asset pricing.
A demonstrable proprietary model.
| Capability | Novee AI Pentesting | Mindfort |
|---|---|---|
| Production track record | Proven in production at named enterprises, running today at scale with a track record security leaders will speak to. |
Launched April 2026 with $3.5M raised and early-stage customer logos, so the production track record is still limited. |
| Continuous, change-triggered testing | Runs continuously on demand or automatically the moment code ships via CI/CD. |
Sold as credit-based assessments, so testing is episodic, run when you spend credits, not continuous. |
| Validation architecture | Three independent agents, including a blind re-validator, prove every finding, backed by deterministic checks where possible, and each issue arrives with a working exploit, replication steps, and PoC script. |
Claims under one percent false positives, but with no confirmed independent validation, nothing proves those findings actually hold up. |
| Autonomous execution | Fully autonomous from a domain name, it maps, analyzes, plans, hunts, validates, and fixes on its own, chaining exploits across your application with no human configuration or intervention required. |
Describes autonomous scanning, but the claim is unverified and not yet demonstrated. |
| Pricing | Flat per-asset pricing tied to complexity, so continuous testing costs the same whether you run it once a quarter or every time code ships. |
Credit-based monthly tiers; more testing costs more. |
| Coverage | Web apps, APIs, mobile apps, and AI agents/LLMs, the full application layer, mobile and AI included. |
Web, APIs, infrastructure, and network, but no mobile or AI apps. |
| Compounding application context | An Asset Intelligence Model, proven in production, that deepens every cycle so coverage compounds across runs. |
Describes a per-target knowledge graph; maturity across runs unproven. |
| Closed-loop remediation & retesting | Remediation tailored to your WAF, backend, and codebase, not generic OWASP, with automatic retesting that confirms the fix held. |
Genuine strength: automated code patching and re-test through GitHub, Jira, and Linear. |
“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."
