Ranking across industries
Top 10 AI tools to remediate vulnerabilities
Fix or contain exploitable weaknesses in code, cloud, applications, endpoints, or data systems. We reviewed 62 products from 43 companies on a 100-point evidence score. These 10 earned a place.
Updated Nov 10, 202662 products reviewed43 companies
- 1
Adlumin
by N-able
SecOps experts managing your security toolset.
- Task fit
- 35.8/45Partial evidence
- Industry fit
- 20/20
- Adoption
- 6.9/12
- Customer satisfaction
- 3.6/10
- Value signals
- 0.6/10
- Popularity
- Unknown
Submit evidence - 2=
Gecko Security
AI-native SAST engine that builds a semantic understanding of applications to find complex vulnerabilities, business logic flaws, and multi-step attack paths across code, infras...
Free trialFrom $100/month
- Task fit
- 45/45
- Industry fit
- 20/20
- Adoption
- Unknown
- Customer satisfaction
- Unknown
- Value signals
- Unknown
- Popularity
- Unknown
Submit evidenceSubmit evidenceSubmit evidenceSubmit evidence - 2=
N-central UEM
by N-able
Manage complex networks at scale.
- Task fit
- 45/45
- Industry fit
- 20/20
- Adoption
- Unknown
- Customer satisfaction
- Unknown
- Value signals
- Unknown
- Popularity
- Unknown
Submit evidenceSubmit evidenceSubmit evidenceSubmit evidence - 2=
WALLy Cloud PAM Agent
AI agent for real-time cloud privileged access management visibility, identity and privilege threat detection, and safe remediation across multi-cloud environments.
Free trial
- Task fit
- 45/45
- Industry fit
- 20/20
- Adoption
- Unknown
- Customer satisfaction
- Unknown
- Value signals
- Unknown
- Popularity
- Unknown
Submit evidenceSubmit evidenceSubmit evidenceSubmit evidence - 5
Devin for Security
by Devin
Devin finds the vulnerabilities other tools miss, validates that they are actually exploitable at runtime, and ships remediation PRs.
Free plan
- Task fit
- 35.8/45Partial evidence
- Industry fit
- 20/20
- Adoption
- 5/12
- Customer satisfaction
- 0.7/10
- Value signals
- Unknown
- Popularity
- Unknown
Submit evidenceSubmit evidence - 6=
AccuKnox Unified Zero Trust CNAPP
by AccuKnox
Unified platform combining CSPM, runtime cloud security, application security testing, workload security, and AI security for comprehensive cloud-native application protection.
- Task fit
- 35.8/45Partial evidence
- Industry fit
- 20/20
- Adoption
- Unknown
- Customer satisfaction
- Unknown
- Value signals
- Unknown
- Popularity
- Unknown
Submit evidenceSubmit evidenceSubmit evidenceSubmit evidence - 6=
AI Pen Testing
by Antigen
AI pen testing agents run against production systems every night, mapping the attack surface, probing for vulnerabilities, and reporting findings by morning.
- Task fit
- 35.8/45Partial evidence
- Industry fit
- 20/20
- Adoption
- Unknown
- Customer satisfaction
- Unknown
- Value signals
- Unknown
- Popularity
- Unknown
Submit evidenceSubmit evidenceSubmit evidenceSubmit evidence - 6=
Aikido Platform
Unified security HQ with advanced AppSec suite, cloud security, offensive security testing, and runtime defense.
- Task fit
- 35.8/45Partial evidence
- Industry fit
- 20/20
- Adoption
- Unknown
- Customer satisfaction
- Unknown
- Value signals
- Unknown
- Popularity
- Unknown
Submit evidenceSubmit evidenceSubmit evidenceSubmit evidence - 6=
Chainguard Actions
by Chainguard
Chainguard provides trusted open source artifacts for every layer of your modern software stack—containers, language libraries, and VM images.
- Task fit
- 35.8/45Partial evidence
- Industry fit
- 20/20
- Adoption
- Unknown
- Customer satisfaction
- Unknown
- Value signals
- Unknown
- Popularity
- Unknown
Submit evidenceSubmit evidenceSubmit evidenceSubmit evidence - 6=
Chainguard Agent Skills
by Chainguard
Chainguard provides trusted open source artifacts for every layer of your modern software stack—containers, language libraries, and VM images.
- Task fit
- 35.8/45Partial evidence
- Industry fit
- 20/20
- Adoption
- Unknown
- Customer satisfaction
- Unknown
- Value signals
- Unknown
- Popularity
- Unknown
Submit evidenceSubmit evidenceSubmit evidenceSubmit evidence
62 candidate products reviewed. Products with equal totals share a rank. Evidence samples are selected examples of the available support.