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CybersecTools

Enterprise security solutions for security teams and CISOs. Shortlists and product data. Market data and API access: Mandos.

Operated by Mandos Cyber · KVK 97994448 · VAT NL005301434B12 · 124, 1230 AC Loosdrecht, Netherlands · © 2026 All rights reserved

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  4. Best Agentic AI Security Solutions for Business (2026)
AI Security shortlists:AI SecurityAgentic AI SecurityAI SPMAll AI Security solutions

Agentic AI Security

Best Agentic AI Security Solutions for Business (2026)

Compare 7 agentic AI security solutions, including CrowdStrike, Rubrik Agent Cloud, Silverfort and Astrix, on agent discovery, access limits and rollback.

We pick every solution on this list on merit. Featured vendors that made the list are shown first.

Fall 2026 edition.

Updated 2026-11-01.13 min read

Reviewed by Nika (Nikoloz) Kokhreidze. Updated 2026-11-01.

Summarize withClaudeChatGPTGeminiPerplexityGrokMarkdown
Best Agentic AI Security Solutions for Business (2026). Logos of CrowdStrike Falcon Guardian, Rubrik Agent Cloud, Silverfo...

Skip to

  • Executive summary
  • How we evaluated
  • What is Agentic AI Security
  • The shortlist
  • 1CrowdStrike Falcon Guardian
  • 2Rubrik Agent Cloud
  • 3Silverfort AI Agent Security
  • 4Astrix Agentic AI Security
  • 5HiddenLayer AI Runtime Security
  • 6Airlock Digital Agentic AI Usage Control
  • 7Oligo Runtime AI Security
  • CISO checklist for selecting an Agentic AI Security product
  • Other solutions we considered for this shortlist
  • Conclusion
  • Frequently Asked Questions
  • Sources

Executive summary

As of November 2026, CybersecTools tracks 213 companies that sell AI security solutions as their main business. Agentic AI Security is part of that family. The largest groups are based in the United States, Israel and the United Kingdom. In the last 12 months they raised $1.7B across 79 funding rounds, 18 companies were acquired and 96 new companies started in the last two years.

From that field we chose seven solutions that watch, limit or undo what AI agents do once they act on their own. CrowdStrike Falcon Guardian leads for teams that already run the Falcon platform and want AI coverage on the same sensor. Rubrik Agent Cloud stands out because it can roll back what an agent changed. Silverfort AI Agent Security fits teams that want every agent tied to a human owner and checked at an MCP gateway before it acts.

The decision in this category is where you put the control. You can govern agents through identity, by limiting what each one may reach; through runtime, by watching and blocking what it does; or at the endpoint, by checking each command. Most teams will need more than one layer, so start with the one closest to where your agents already run.

How we evaluated

We looked at 166 agentic AI security solutions from 132 companies, and the 7 on this page made the cut. We combined our judgment from years of leading enterprise security programs with market data from Mandos, our market intelligence platform, and with the vendor and review pages listed under Sources at the end of this page. For customer feedback, we left out paid reviews, reviews by vendor staff or partners, review campaigns and anything older than two years, so you get an accurate view of what customers say.

Four traits mattered most: finding agents and the identities they use, limiting what each agent may reach, watching or blocking agent actions as they happen, and a way to reverse or contain damage. We left out agent-building platforms, sandboxes and products built for a single vendor's agents only. The order follows how widely each product is used by teams like yours. Company momentum shows how the vendor itself is growing, so a market leader can rank first with a lower score.

Read the full method · See all sources

What is Agentic AI Security

Agentic AI security covers the AI agents that act for your staff: reading files, calling functions, changing records and talking to other systems. It finds the agents you have, ties each one to an owner, limits what it can reach, and watches or blocks what it does.

This matters because an agent works with real credentials and real access, often faster than anyone can review. A tricked or careless agent can leak data or change systems at scale. It sits next to your identity, data security and endpoint programs, and it depends on knowing which agents and service accounts exist in the first place.

Compare Agentic AI Security solutions

This analysis focuses on seven agentic AI security solutions. The table compares them on vendor, who each one is best for, deployment model and the NIST CSF functions they cover.

  1. 1.
    CrowdStrike Falcon Guardian logo

    CrowdStrike Falcon Guardian

    Best for: Falcon customers adding AI coverage on one sensor

    Starting price: Contact sales

    Cloud · Mid-Market to Enterprise · NIST: Detect

  2. 2.
    Rubrik Agent Cloud logo

    Rubrik Agent Cloud

    Best for: Teams that need to undo agent mistakes

    Starting price: Contact sales

    Hybrid · Mid-Market to Enterprise · NIST: Protect, Detect, Respond, Recover

  3. 3.
    Silverfort AI Agent Security logo

    Silverfort AI Agent Security

    Best for: Identity teams tying agents to human owners

    Starting price: Contact sales

    Cloud · SMB to Enterprise · NIST: Identify, Protect, Detect

  4. 4.
    Astrix Agentic AI Security logo

    Astrix Agentic AI Security

    Best for: Teams with sprawling service accounts and agents

    Starting price: Contact sales

    Cloud · Mid-Market to Enterprise · NIST: Govern, Identify, Protect, Detect, Respond

  5. 5.
    HiddenLayer AI Runtime Security logo

    HiddenLayer AI Runtime Security

    Best for: Teams building their own AI apps and agents

    Starting price: Contact sales

    Cloud · Mid-Market to Enterprise · NIST: Protect, Detect

  6. 6.
    Airlock Digital Agentic AI Usage Control logo

    Airlock Digital Agentic AI Usage Control

    Best for: Allowlisting teams controlling agents on endpoints

    Starting price: Contact sales

    Hybrid · Mid-Market to Enterprise · NIST: Protect, Detect

  7. 7.
    Oligo Runtime AI Security logo

    Oligo Runtime AI Security

    Best for: AppSec teams securing AI inside running applications

    Starting price: Contact sales

    Cloud · Mid-Market to Enterprise · NIST: Identify, Protect, Detect

SolutionBest forStarting priceDeploymentCompany sizeNIST CSF functions
CrowdStrike Falcon Guardian logo
CrowdStrike Falcon Guardian
Falcon customers adding AI coverage on one sensorContact salesCloudMid-Market to EnterpriseDetect
Rubrik Agent Cloud logo
Rubrik Agent Cloud
Teams that need to undo agent mistakesContact salesHybridMid-Market to EnterpriseProtect, Detect, Respond, Recover
Silverfort AI Agent Security logo
Silverfort AI Agent Security
Identity teams tying agents to human ownersContact salesCloudSMB to EnterpriseIdentify, Protect, Detect
Astrix Agentic AI Security logo
Astrix Agentic AI Security
Teams with sprawling service accounts and agentsContact salesCloudMid-Market to EnterpriseGovern, Identify, Protect, Detect, Respond
HiddenLayer AI Runtime Security logo
HiddenLayer AI Runtime Security
Teams building their own AI apps and agentsContact salesCloudMid-Market to EnterpriseProtect, Detect
Airlock Digital Agentic AI Usage Control logo
Airlock Digital Agentic AI Usage Control
Allowlisting teams controlling agents on endpointsContact salesHybridMid-Market to EnterpriseProtect, Detect
Oligo Runtime AI Security logo
Oligo Runtime AI Security
AppSec teams securing AI inside running applicationsContact salesCloudMid-Market to EnterpriseIdentify, Protect, Detect

Vendors change prices, so check before you buy.

See every Agentic AI Security solution we list

The full Agentic AI Security market, filtered by company size, deployment and NIST coverage.

Browse Agentic AI Security solutions →

1.CrowdStrike Falcon Guardian

CrowdStrike74/100

Runtime security for AI agents on endpoints, from CrowdStrike

🇺🇸Austin, United StatesFounded 2011Public company

  • SOC 2
  • ISO 27001
  • FedRAMP
  • PCI DSS
  • HIPAA

Best for: Falcon customers adding AI coverage on one sensor

CompareAlternatives
At a glance +
Vendor
CrowdStrike
Headquarters
Austin, United States
Founded
2011
Ownership
Public company (CRWD)
Deployment
Cloud
Company size
Mid-Market, Enterprise
NIST CSF
Detect
Pricing
Contact sales

Funding, hiring and news for CrowdStrike on Mandos.

Our take +

CrowdStrike Falcon Guardian runs on the Falcon platform and watches AI agents at the endpoint, where their actions touch the operating system, files, credentials and networks. It finds known and unapproved agents on Windows, macOS and Linux, links prompts, MCP servers and identity to what each agent then does, and can allow approved agent types, block the rest and stop malicious behavior at runtime.

It earns its place because it puts agent control on a sensor you may already run, so you add coverage without a new agent on every machine. That fits mid-market and enterprise Falcon shops best. CrowdStrike lists an AI gateway and Falcon Complete managed response for Guardian as upcoming, so ask what you get on day one.

CrowdStrike Falcon Guardian main features +
  • Discovery of known and shadow AI agents
  • Agent inventory with owner and status
  • Prompt-to-runtime activity correlation
  • Allow or block agent types on endpoints
  • Controls for prompt injection and data exposure
  • Agent session rebuilt as causal timeline
  • Blocking of malicious agent behavior at runtime
  • Native export to Falcon Next-Gen SIEM
CrowdStrike Falcon Guardian main integrations +
  • Chrome
  • Firefox
  • Apigee
  • Azure API Management
  • Kong Gateway
  • Kong AI Gateway
  • LiteLLM AI Gateway
  • Portkey AI Gateway
  • TrueFoundry AI Gateway
  • JetStream AI Hub
  • Claude Code
  • Microsoft Copilot Studio
Show all 17Show fewer
  • Claude Desktop
  • VS Code
  • Cursor
  • Amazon Bedrock
  • OTel Collector
Before you buy +

Where it is strong

  • Runs on the existing Falcon sensor, with no new agent to deploy
  • Shows which AI apps staff use, including ones nobody approved
  • Masks or blocks personal data and secrets before they reach a prompt

Ask in the demo

  • Ask which desktop AI apps and agents it covers today, since a customer says desktop apps get missed
  • Check prompt detection on your own examples in the demo, since customers call it uneven
  • Confirm which parts are live today, since CrowdStrike lists the AI gateway and Falcon Complete for Guardian as upcoming

2.Rubrik Agent Cloud

Rubrik68/100

Platform for monitoring, governing, and remediating AI agent actions

🇺🇸Palo Alto, United StatesFounded 2014Public company

  • SOC 2
  • ISO 27001
  • ISO 42001
  • FedRAMP
  • HIPAA
  • FIPS 140

Best for: Teams that need to undo agent mistakes

CompareAlternatives
At a glance +
Vendor
Rubrik
Headquarters
Palo Alto, United States
Founded
2014
Ownership
Public company (RBRK)
Deployment
Hybrid
Company size
Mid-Market, Enterprise
NIST CSF
Protect, Detect, Respond, Recover
Pricing
Contact sales

Funding, hiring and news for Rubrik on Mandos.

Our take +

Rubrik Agent Cloud discovers AI agents and tracks what they do with data, identities and applications. Policy controls set each agent's access and limits in real time. Its most unusual part is Agent Rewind, which can undo unwanted or destructive agent actions without downtime. It connects to AWS, Google Cloud, Salesforce, SAP HANA, SQL Server, Oracle, Active Directory and Okta.

This is the pick if your main fear is an agent deleting or changing data at scale, because the rollback builds on Rubrik's backup and recovery platform. It runs as a hybrid deployment for mid-market and enterprise estates. If you do not use Rubrik for backup today, ask how much of the platform you must adopt to get rewind.

Rubrik Agent Cloud main features +
  • Automatic AI agent discovery
  • Agent activity monitoring across data, identities, and applications
  • Policy-based agent governance controls
  • Real-time agent behavior enforcement
  • Agent action remediation and rollback
  • Air-gapped immutable backups
  • Threat detection and investigation
  • Identity system security for AD, Entra ID, and Okta
Rubrik Agent Cloud main integrations +
  • AWS
  • Salesforce
  • SAP HANA
  • Google Cloud
  • SQL Server
  • Oracle
  • Microsoft Windows
  • VMware
  • Active Directory
  • Entra ID
  • Okta
Before you buy +

Where it is strong

  • The only pick that can roll back what an agent changed
  • Builds on Rubrik's backup and recovery platform
  • Watches agent activity across data, identities and applications

Ask in the demo

  • Ask which systems Agent Rewind can restore, since it relies on data Rubrik already protects
  • Ask for customer references for Agent Cloud itself, since it is new and has few reviews
  • Check which agent frameworks it can discover and govern in your environment

3.Silverfort AI Agent Security

Silverfort52/100

AI agent security platform for discovery, risk assessment, and access control

🇮🇱Tel Aviv, IsraelFounded 2016$223M raised

  • SOC 2
  • ISO 27001

Best for: Identity teams tying agents to human owners

CompareAlternatives
At a glance +
Vendor
Silverfort
Headquarters
Tel Aviv, Israel
Founded
2016
Deployment
Cloud
Company size
SMB, Mid-Market, Enterprise
NIST CSF
Identify, Protect, Detect
Starting price
Contact sales

Funding, hiring and news for Silverfort on Mandos.

Our take +

Silverfort AI Agent Security discovers AI agents across identity providers, cloud platforms and SaaS apps through read-only API connections, including agents nobody approved. It maps each agent to the identity that created it and to a human owner, and scores risk by privilege, data sensitivity and odd behavior. Its MCP gateway checks each agent call before it runs and can require human approval for sensitive actions.

It belongs here because it governs agents through identity, so every agent answers to a person under the same rules you apply to staff. It is cloud-delivered, and its size fit runs from SMB to enterprise. Check how many of your agents actually route through the MCP gateway, since blocking only works where calls pass through it.

Silverfort AI Agent Security main features +
  • Automated AI agent discovery across IdPs, cloud platforms, and SaaS
  • Visual storyline graphs mapping agents to human owners
  • Dynamic risk scoring based on privilege level and behavior
  • Real-time MCP gateway for agent call inspection
  • Least privilege access enforcement
  • SSO enforcement through identity providers
  • Human-in-the-loop approval workflows
  • Shadow AI detection
Silverfort AI Agent Security main integrations +
  • Microsoft Entra ID
  • Okta
  • AWS
  • Azure
  • Google Cloud Agent Gateway
  • Microsoft Copilot Studio
  • GCP
Before you buy +

Where it is strong

  • Maps every agent to its creating identity and a human owner
  • MCP gateway checks each agent call before it runs
  • Human approval step for sensitive agent actions

Ask in the demo

  • Confirm which agent platforms route through the MCP gateway, since others are only discovered, not blocked
  • Ask for customer references for the AI agent product, since we found no first-hand reviews yet
  • Check how risk scores are calculated and how you tune them

4.Astrix Agentic AI Security

Astrix Security55/100

Secures AI agents, MCP servers, and non-human identities with discovery & ITDR

🇮🇱Tel Aviv, IsraelFounded 2021$85M raised

  • SOC 2

Best for: Teams with sprawling service accounts and agents

CompareAlternatives
At a glance +
Vendor
Astrix Security
Headquarters
Tel Aviv, Israel
Founded
2021
Deployment
Cloud
Company size
Mid-Market, Enterprise
NIST CSF
Govern, Identify, Protect, Detect, Respond
Pricing
Contact sales

Funding, hiring and news for Astrix Security on Mandos.

Our take +

Astrix Agentic AI Security keeps a live inventory of AI agents, MCP servers and other non-human identities such as service accounts and API keys. It finds excessive privileges and risky configurations, and its Agent Control Plane provisions new agents with short-lived credentials and just-in-time access. It also detects threats such as stolen credentials and agent actions outside their scope.

Start here if your agent problem is really a service account and API key problem, because Astrix treats an agent as one more non-human identity to inventory and limit. It is cloud-delivered for mid-market and enterprise teams. Cisco acquired Astrix in 2026, so ask how the roadmap and licensing will change before you sign a long term.

Astrix Agentic AI Security main features +
  • Real-time inventory of AI agents, MCP servers, and NHIs
  • Risk assessment and business usage context
  • Detection of excessive privileges and vulnerable configurations
  • Agent Control Plane for secure-by-design provisioning
  • Short-lived credentials and just-in-time access
  • Agentic Threat Detection and Response (ADR)
  • Non-Human Identity Threat Detection and Response (ITDR)
  • AI agent and NHI lifecycle management
Astrix Agentic AI Security main integrations +
  • AWS
  • OpenAI
  • NetSuite
  • GitHub
  • Snowflake
  • Kubernetes
  • Google Cloud
  • Slack
  • Jira
  • Confluence
  • Microsoft 365
  • Azure AD
Show all 16Show fewer
  • Google Workspace
  • Salesforce
  • Okta
  • Active Directory
Before you buy +

Where it is strong

  • Covers AI agents and service accounts, API keys and other machine identities together
  • Agent Control Plane issues short-lived, tightly scoped credentials
  • Threat detection for stolen machine credentials and out-of-scope agent actions

Ask in the demo

  • Ask how the Cisco purchase changes the roadmap, the contract and support
  • Check how many of your SaaS and cloud systems it can inventory on day one
  • Confirm how the Agent Control Plane fits the way your teams create agents today

Alternatives to each solution on this list

The closest Agentic AI Security alternatives for every pick, matched on features and integrations.

See Agentic AI Security alternatives →

5.HiddenLayer AI Runtime Security

HiddenLayer78/100

Real-time detection & response for agentic and generative AI applications

🇺🇸Austin, United StatesFounded 2022$156M raised

  • SOC 2

Best for: Teams building their own AI apps and agents

CompareAlternatives
At a glance +
Vendor
HiddenLayer
Headquarters
Austin, United States
Founded
2022
Deployment
Cloud
Company size
Mid-Market, Enterprise
NIST CSF
Protect, Detect
Pricing
Contact sales

Funding, hiring and news for HiddenLayer on Mandos.

Our take +

HiddenLayer AI Runtime Security protects AI apps and agents you build. It detects prompt injection, data leaks, model tampering, misuse of agent functions and model theft, and maps alerts to MITRE ATLAS and the OWASP LLM list. It connects to GitHub Actions, Jenkins, Splunk, Microsoft Sentinel, LangChain, OpenAI Agents SDK, AWS Bedrock and Hugging Face.

It does a different job from the endpoint and identity picks, because it covers the agents your own developers ship, from model scanning in the build pipeline to runtime defense and red teaming. That suits mid-market and enterprise teams with an active AI build program. If most of your agents are bought rather than built, weigh whether you need this layer yet.

HiddenLayer AI Runtime Security main features +
  • Prompt injection detection and prevention
  • PII leakage detection and blocking
  • Model tampering detection
  • Model theft prevention
  • Data poisoning defense
  • Excessive agency control for autonomous agents
  • Real-time monitoring and alerting
  • MITRE ATLAS and OWASP LLM mapping
HiddenLayer AI Runtime Security main integrations +
  • Microsoft Azure AI Foundry
  • GitHub Actions
  • Jenkins
  • Azure DevOps
  • JFrog Artifactory
  • Splunk
  • Microsoft Sentinel
  • LangChain
  • LiteLLM
  • OpenAI Agents SDK
  • AWS Strands
  • TrueFoundry
Show all 18Show fewer
  • Hugging Face
  • Anthropic
  • GCP
  • Meta
  • Mistral
  • AWS Bedrock
Before you buy +

Where it is strong

  • Covers the build pipeline as well as runtime, including model scanning
  • Maps alerts to MITRE ATLAS and the OWASP LLM list
  • Works without exposing your model data

Ask in the demo

  • Ask how it covers third-party AI apps your staff use, not only apps you build
  • Check which of your agent frameworks and model providers it supports today
  • Get an example of how a blocked agent action shows up in your SIEM

6.Airlock Digital Agentic AI Usage Control

Airlock Digital79/100

Endpoint platform to discover, govern, and monitor AI agent behavior in real time.

🇦🇺Adelaide, Australia

  • SOC 2
  • ISO 27001
  • IRAP

Best for: Allowlisting teams controlling agents on endpoints

CompareAlternatives
At a glance +
Vendor
Airlock Digital
Headquarters
Adelaide, Australia
Deployment
Hybrid
Company size
Mid-Market, Enterprise
NIST CSF
Protect, Detect
Pricing
Contact sales

Funding, hiring and news for Airlock Digital on Mandos.

Our take +

Airlock Digital Agentic AI Usage Control extends its application control product to AI agents on endpoints. It discovers agents such as Microsoft Copilot, Claude and Codex, checks each agent command against policy before it runs, and can block it or tell the agent to change course. It also shows each session, the files it touched, credentials exposed, token use and estimated cost.

It earns a place because it applies deny-by-default control to agent commands, which stops an unapproved action before it runs rather than after. That suits mid-market and enterprise teams that already run allowlisting on laptops and servers. If you do not, expect policy work up front so it blocks risk without blocking your developers.

Airlock Digital Agentic AI Usage Control main features +
  • Automatic discovery of AI agents and agentic AI applications across endpoints
  • Real-time AI agent command evaluation and policy enforcement
  • Centralized policy management for applications and AI agents with version control
  • Session-level and command-level visibility into AI agent activity
  • Monitoring of file access, credential exposure, token usage, and cost
  • Centralized dashboard for policy decisions, risk activity, and AI sessions
  • Granular role-based control over policy management
  • Communication of policy decisions back to AI agents to adjust behavior
Airlock Digital Agentic AI Usage Control main integrations +
  • CrowdStrike
  • Jamf
  • VirusTotal
  • Microsoft Copilot
  • Claude
  • Codex
Before you buy +

Where it is strong

  • Checks each agent command on the endpoint before it runs
  • Can tell an agent why an action was blocked so it changes course
  • Tracks token use and estimated cost per agent session

Ask in the demo

  • Ask which agents are supported today, since coverage only applies to listed agents
  • Ask for customer references for the agent feature, since it is new
  • Check how agent policies fit into your existing allowlisting rules

7.Oligo Runtime AI Security

Oligo Security75/100

Runtime security platform for protecting AI-powered apps and agentic AI.

🇺🇸New York, United StatesFounded 2022$138M raised

  • ISO 27001

Best for: AppSec teams securing AI inside running applications

CompareAlternatives
At a glance +
Vendor
Oligo Security
Headquarters
New York, United States
Founded
2022
Deployment
Cloud
Company size
Mid-Market, Enterprise
NIST CSF
Identify, Protect, Detect
Pricing
Contact sales

Funding, hiring and news for Oligo Security on Mandos.

Our take +

Oligo Runtime AI Security watches AI components inside running applications. It catalogs which models and agents are in use, flags unsafe or vulnerable models, and watches agent actions, function calls and operating system behavior to catch rogue or hijacked agents. It connects to Wiz and AWS Security Hub.

Its place on the list comes from looking past prompts to what the agent process actually does in production, which suits application security teams that already work with runtime monitoring. It is cloud-delivered for mid-market and enterprise. Only two integrations are listed, so confirm how its alerts will reach your SIEM and ticketing before you buy.

Oligo Runtime AI Security main features +
  • AI application discovery of components used in production
  • AI Security Posture Management (AI-SPM)
  • AI Detection and Response (AI-DR) for agents
  • Real-time monitoring of agent actions, tool calls, and OS behavior
  • Detection of misconfigured, unsafe, untrusted, and vulnerable AI models
  • Runtime AI vulnerability and misconfiguration detection
  • Real-time alerting on exploit attempts such as model leakage and data exfiltration
  • Mitigation against rogue or hijacked agents
Oligo Runtime AI Security main integrations +
  • Wiz
  • AWS Security Hub
Before you buy +

Where it is strong

  • Watches agent behavior at the operating system level, not only prompts
  • Finds vulnerable or unsafe AI models inside running applications
  • Shows which AI components developers put into production

Ask in the demo

  • Ask how it is deployed in your runtime environments and what it needs on each host
  • Get the list of integrations for alerts and tickets before you sign
  • Ask for customer references for the AI features, since we found no first-hand reviews yet

How they fit your cybersecurity program (NIST CSF)

NIST CSF 2.0 has six functions: Govern, Identify, Protect, Detect, Respond and Recover. The grid shows which functions each pick maps to in our record, so you can see where a solution sits in your program and what it leaves to other controls.

Where each solution sits on NIST CSF 2.0

All 7 solutions map to Detect. 1 of 7 maps to Govern. 3 of 7 map to Identify. 6 of 7 map to Protect. 2 of 7 map to Respond. 1 of 7 maps to Recover.

Deployment:Company size:

Swipe the table sideways to see all six functions.

Solution
All solutions on this list1 of 73 of 76 of 77 of 72 of 71 of 7
CrowdStrike Falcon Guardian–––2 of 2––
Rubrik Agent Cloud––2 of 52 of 21 of 41 of 2
Silverfort AI Agent Security–2 of 31 of 51 of 2––
Astrix Agentic AI Security1 of 62 of 32 of 52 of 21 of 4–
HiddenLayer AI Runtime Security––3 of 52 of 2––
Airlock Digital Agentic AI Usage Control––1 of 51 of 2––
Oligo Runtime AI Security–2 of 31 of 52 of 2––

A cell shows how many of that function's categories the solution maps to.

A product helps you reach these outcomes, but it does not make you compliant on its own. Your people and processes do the rest.

CISO checklist for selecting an Agentic AI Security product

I built this checklist from my own work researching, rolling out and reviewing products like these. I recommend you go through it before you sign.

Nika (Nikoloz) Kokhreidze, Founder of CybersecTools and Mandos

Work through these steps in order to go from a vague worry about agents to a contract you can defend.

10 checks

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Compare Agentic AI Security solutions side by side

Features, integrations, NIST coverage and deployment for every Agentic AI Security solution we list, in one table.

Compare Agentic AI Security solutions →

Other solutions we considered for this shortlist

We looked at 108 products for this list. These did not make the 7 above but are worth a look for the right team.

  1. 1.AIR · AIR Security

    Platform for securing, governing, and monitoring AI agent add-ons at runtime.

  2. 2.Raven Runtime AI Agents · Raven

    Runtime platform to discover, monitor, and control AI agents in production apps.

  3. 3.Backslash Security · Backslash

    Agentic AI Endpoint Security - AI agents, MCP servers and Skills, on endpoints

  4. 4.DeepKeep for AI Agents · DeepKeep

    Security platform for monitoring and controlling AI agent activity

  5. 5.Trent AI Security Engineer · Trent AI

    Trent is an AI Security Engineer that maps what you run and proposes fixes you review.

  6. 6.Oso

    Security platform for monitoring, controlling, and auditing AI coding agents

  7. 7.Discover AI · Straiker

    AI agent discovery & security posture mgmt for enterprise agentic ecosystems.

  8. 8.Manifold

    Runtime security platform for monitoring AI agents on enterprise endpoints.

  9. 9.Tenet Security Platform · Tenet Security

    Runtime security platform for AI agents covering detection, protection, and validation.

  10. 10.QuilrAI

    QuilrAI is an autonomous decision engine that protects every agentic and human interaction

Explore all Agentic AI Security solutions

Conclusion

Agent security is young, and most products here are new versions of a vendor's core strength. Pick by where your control already lives. If you run Falcon, start with CrowdStrike. If identity is your strongest program, Silverfort or Astrix fit. If you build your own AI apps, HiddenLayer or Oligo fit. If endpoints are where you enforce rules, Airlock fits. Add Rubrik if undoing damage matters most. Whatever you choose, ask for references for the agent product itself, not the vendor's older products.

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Frequently Asked Questions

What is agentic AI security?

It is the set of controls for AI agents that act on their own: finding them, tying them to an owner, limiting what they can reach and watching what they do. It goes further than prompt filtering, because agents call functions with real credentials.

How is it different from AI security posture management?

AI security posture management finds AI apps and models and their risky settings. Agentic AI security focuses on what agents do at runtime and on the access they hold. Many vendors offer both, so check which part each product really covers.

What is an MCP gateway?

MCP, the Model Context Protocol, is a common way for agents to connect to data and services. An MCP gateway sits between agents and those connections and checks each call against policy before it runs. It only controls agents that route through it.

Can these products undo what an agent did?

Most products detect or block. Rubrik Agent Cloud is the pick on this list built to roll back agent actions, and it relies on data Rubrik already protects. Ask every vendor what happens after a harmful action gets through.

Why are there so few customer reviews?

Most of these products launched in the last year or two. Many reviews online cover the vendor's older products, which do not tell you how the agent features work. Ask vendors for customer references for the agent product itself.

Where should we start?

Start by finding the agents and service accounts you already have, and who owns them. Then limit what the riskiest ones can reach. Runtime blocking and rollback come next, once you know what normal agent behavior looks like.

Sources

These are the pages we reviewed for each pick: the vendor's own product page and website, its market data on Mandos, and every review page we read for customer feedback.

  • 1.CrowdStrike Falcon Guardian · CrowdStrike

    Product page · CrowdStrike website · Market data on Mandos · PeerSpot · Reddit: has anyone tried crowdstrike falcon aidr ai · Reddit: crowdstrike ai dr · Reddit: help building a case for aidr

  • 2.Rubrik Agent Cloud · Rubrik

    Product page · Rubrik website · Market data on Mandos

  • 3.Silverfort AI Agent Security · Silverfort

    Product page · Silverfort website · Market data on Mandos

  • 4.Astrix Agentic AI Security · Astrix Security

    Product page · Astrix Security website · Market data on Mandos · G2 · Gartner Peer Insights · Reddit: security teams how are you monitoring nonhuman · Reddit: nonhuman identities

  • 5.HiddenLayer AI Runtime Security · HiddenLayer

    Product page · HiddenLayer website · Market data on Mandos · Gartner Peer Insights

  • 6.Airlock Digital Agentic AI Usage Control · Airlock Digital

    Product page · Airlock Digital website · Market data on Mandos

  • 7.Oligo Runtime AI Security · Oligo Security

    Product page · Oligo Security website · Market data on Mandos

Summarize with AI

Skip to

  1. Executive summary
  2. How we evaluated
  3. What is Agentic AI Security
  4. The shortlist
    1. 1.CrowdStrike Falcon Guardian
    2. 2.Rubrik Agent Cloud
    3. 3.Silverfort AI Agent Security
    4. 4.Astrix Agentic AI Security
    5. 5.HiddenLayer AI Runtime Security
    6. 6.Airlock Digital Agentic AI Usage Control
    7. 7.Oligo Runtime AI Security
  5. CISO checklist for selecting an Agentic AI Security product
  6. Other solutions we considered for this shortlist
  7. Conclusion
  8. Frequently Asked Questions
  9. Sources

Reviewed by

Nika (Nikoloz) Kokhreidze

Founder of CybersecTools and Mandos. Enterprise security leader, 14 years.

14 years in enterprise security leadership: hundreds of vendor evaluations and RFPs, security budgets defended to boards, and a consolidation that cut €35M across 24 markets. He reviews every shortlist on CybersecTools.

LinkedIn · Website

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