Novee Agentic Fix

Agentic remediation that turns every validated finding into a verified fix

Novee generates stack-specific remediation briefs and lets you route them to the AI coding agents you already use – then re-tests to verify the risk is closed.

Chosen by teams that take attackers seriously

You can find risk in minutes. 
Fixing it still takes weeks.

Autonomous pentesting compresses discovery from quarters to hours, but fixing still means triage, validation, handoffs, patching, and manual re-testing. The window between finding and fix stays wide open.

The remediation backlog

Findings arrive faster than fixes

Continuous testing surfaces validated findings around the clock, but every one still has to be triaged, assigned to engineering, and explained before code is fixed.

Generic guidance slows remediation

Fixes without attack context

Most tools hand off boilerplate references and leave engineers to reverse-engineer the real problem, so patches address the symptom and miss the root cause.

Unverified patches refill the backlog

A closed ticket isn’t closed risk

Most workflows never re-run the original exploit, so teams can’t be sure a vulnerability is resolved, and findings cycle back into the queue on the next test.

CAPABILITIES

Turn every validated finding into a verified fix, fast and at scale

Novee Agentic Fix turns every validated exploit into precise remediation guidance for the AI coding agents your developers already use – then re-tests the original attack to verify the vulnerability is resolved.

Briefs built from the real exploit

Every brief includes the entry point, affected code paths, and attack vector Novee validated.

  • Stack-specific fixes
  • Context is preserved from finding to fix

Fixes routed to your AI agents

Route remediation briefs to tools your engineers use like Claude, Copilot, Codex, or Cursor.

  • Github-native handoff
  • Preserve developer workflows

Automatic
re-assessment

Novee re-runs the original exploit to confirm the vulnerability is resolved without new risk.

  • Runs automatically when PR lands
  • Verifies risk is actually closed
PERSONAS

Built for teams that want to close the loop fast on risk

Remediation lives between security and engineering.
Agentic Fix gives each side what it needs to close findings for good.

CISO

Close the remediation window

See what was found, what was fixed, and what Novee verified — proof that real risk is actually going down.

  • Proven exploitability
  • Fixed and verified, not just found
  • Evidence for the board and audits
AppSec

Hand off fixes without missing context

Route remediation briefs to the agents engineering already uses, with the full exploit context attached.

  • Every finding ships with a working exploit and PoC script
  • No manual replay of transcripts
  • Fixes tied to the affected code paths
Engineer

Fixes arrive as a pull request, with your stack in mind

Remediation lands in the repo as a PR, grounded in the real attack — no security jargon to decode.

  • Guidance for your actual codebase
  • Root cause, not the symptom
  • Re-tested before it’s closed
HOW IT WORKS

How Novee works: From validated finding to verified fix

Novee operates like a continuous attacker that first understands your application, systematically tests how it can be broken, proves exploitability, and then drafts detailed remediation guidance for your coding agents.
AI penetration testing platform
01

Discover

Continuous Coverage

Continuously map your live environment the way an attacker would – by interacting with real flows, endpoints, and behavior to understand what’s actually exposed.

 

Test on demand or let Novee fire automatically when code ships.

AI penetration testing dashboard
02

Detect

ֿHigh-Impact Vulnerabilities

Understands how your application behaves and tests it for chained attack paths, business logic flaws, authorization gaps, and workflow manipulation that other tools miss.

 

Context compounds with every cycle, so testing gets deeper, faster, and more targeted over time.

03

Validate

Proven Exploitability

Every finding is independently validated for exploitability, reproducibility, confidence, and real-world impact – complete with working exploits, reproduction steps, and PoC scripts.

 

Only proven vulnerabilities reach your team.

Remediation
04

Remediation

Clear, Tailored Fixes

Get remediation guidance tailored to your specific WAF, backend, frameworks, and infrastructure – or route fixes directly to the AI coding agents your engineering team already uses via Agentic Fix.

Automated assessments
05

Repeat

Continuous Retesting

Automatically retests as code changes and environments evolve – learning from each cycle, so testing gets more targeted and effective over time.

AI penetration testing platform
AI penetration testing dashboard
Remediation
Automated assessments

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.”

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Scott Roberts
CISO
john

“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.”

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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
tamir ronen

"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."

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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."

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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.”

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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.”

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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.”

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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."

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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

The Novee System

Offensive execution guided by
deep asset understanding

Most tools scan for patterns or rely on humans. Novee combines both – AI that thinks like attackers, grounded in deep application understanding.

Proprietary AI
Offensive System

Patent Pending

Continuously optimized for offensive security

Purpose-built for offensive security testing. Combines Novee’s proprietary model, frontier models, real attacker tradecraft, and adaptive orchestration into continuously optimized offensive agents.

Continuously benchmarked, evaluated, and optimized as new models, attacker techniques, and applications evolve.

Asset intelligence
model

Understands how your applications work to power deeper testing

Builds a living model of your environment – capturing workflows, roles, APIs, and business logic to power deeper discovery, more accurate validation, and more precise remediation.

Context compounds over time, so testing gets smarter, more targeted, and coverage deepens with each cycle.

What makes Novee fundamentally different

A continuously optimized offensive AI engine – designed to find, prove, and fix real vulnerabilities, and improve as AI, attackers, and applications evolve.

Proprietary multi-model AI offensive system

Purpose-built offensive agents reason, adapt, and execute like real attackers – combining offensive tradecraft, adaptive orchestration, and the best AI for each task.

Continuously benchmarked, evaluated, and optimized as AI, attacker techniques, and applications evolve.

Asset intelligence model

A persistent intelligence layer that understands the application’s workflows, roles, APIs, and business logic – enabling deeper, faster, and more targeted testing every cycle as context compounds over time.

Continuous offensive AI optimization

Rigorous scientific evaluation across real applications and exploit scenarios continuously improves offensive performance as attackers, applications, and AI evolve.

Multi-agent validation - no theoretical risk

Every finding is independently validated through exploit execution, blind re-testing, and verification before it reaches your team. Only proven vulnerabilities make it through.

Always Audit-Ready

Novee replaces point-in-time pentests with continuous, evidence-backed validation — so you’re always audit ready.

Every finding includes a working exploit, reproduction steps, and a PoC script

RBAC ensures appropriate access with clear separation of duties.

Audit-ready reports on demand, with a full evidence trail per finding

Every action is logged with complete execution traces for review and compliance.

Coverage across SOC 2, ISO 27001, ISO 42001, HIPAA, and GDPR