ASAI Security ResearchIndependent public-source research
Public reviewread only

Market directory

Vendor research

Explore which enterprise AI security problems each vendor addresses, then open a profile to review the public sources, open questions, and company context. Company scale is context—not a product rating.

Company scaleCompany facts are separate from product evidenceView thresholds

These bands summarize public revenue, workforce, ownership, and funding signals. They do not rate product quality, security effectiveness, or suitability for a particular organization.

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.
$1B+ annual revenue, 1,000+ employees, or an established owner
Scaled
?ScaledA private provider with at least $100M in known funding or at least 250 employees.This is a company-scale signal, not a product-quality rating.
$100M+ known funding or 250+ employees
Growth stage
?Growth stageA provider with at least $25M in known funding or at least 51 employees that has not reached the scaled threshold.This is a company-scale signal, not a product-quality rating.
$25M+ known funding or 51+ employees
Emerging
?EmergingAn early-stage provider with less than $25M in known funding, or 50 or fewer employees without at least $50M in known funding.This is a company-scale signal, not a product-quality rating.
Below $25M known funding, or 50 or fewer employees without at least $50M known funding
More research needed
?More research neededThe retained sources do not establish enough operating-scale, capital, revenue, or profitability evidence to classify company maturity.The missing company evidence does not imply a positive or negative product conclusion.
Public company-scale evidence is insufficient

66 vendor profiles

Security vendor

Aembit

Emerging
?EmergingAn early-stage provider with less than $25M in known funding, or 50 or fewer employees without at least $50M in known funding.This is a company-scale signal, not a product-quality rating.

Private independent company; no acquisition or parent-company claim found on reviewed Aembit-controlled pages

Machine and workload identity
View research coverage
Vendor statements
19
Source-checked records
12
Security topics researched
19
No supporting claim found
7
Security vendor

AIM Security / Cato Networks

Scaled
?ScaledA private provider with at least $100M in known funding or at least 250 employees.This is a company-scale signal, not a product-quality rating.

Acquired by privately held Cato Networks

Employee AI access and usage controls
View research coverage
Vendor statements
19
Source-checked records
14
Security topics researched
19
No supporting claim found
5
Security vendor

Akamai API Security

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Public company (Nasdaq: AKAM)

AI API and web application protection
View research coverage
Vendor statements
19
Source-checked records
5
Security topics researched
19
No supporting claim found
14
Security vendor

Akto

Emerging
?EmergingAn early-stage provider with less than $25M in known funding, or 50 or fewer employees without at least $50M in known funding.This is a company-scale signal, not a product-quality rating.

Private independent company; reviewed Akto-controlled sources do not identify an acquirer or parent company

AI API and web application protection
View research coverage
Vendor statements
19
Source-checked records
15
Security topics researched
19
No supporting claim found
4
Security vendor

Apex Security / Tenable

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Public-company product under Tenable (NASDAQ: TENB)

Exposed AI asset discovery
View research coverage
Vendor statements
19
Source-checked records
16
Security topics researched
19
No supporting claim found
3
Security vendor

Astrix Security / Cisco

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Acquired by public company Cisco (NASDAQ: CSCO) in June 2026

Machine and workload identity
View research coverage
Vendor statements
19
Source-checked records
9
Security topics researched
19
No supporting claim found
10
Security vendor

Aurascape

Growth stage
?Growth stageA provider with at least $25M in known funding or at least 51 employees that has not reached the scaled threshold.This is a company-scale signal, not a product-quality rating.

Private independent company; no acquisition or parent-company claim found on reviewed Aurascape-controlled pages

Employee AI access and usage controls
View research coverage
Vendor statements
19
Source-checked records
16
Security topics researched
19
No supporting claim found
3
Security vendor

Backslash Agentic AI Endpoint Security

Emerging
?EmergingAn early-stage provider with less than $25M in known funding, or 50 or fewer employees without at least $50M in known funding.This is a company-scale signal, not a product-quality rating.

Private independent company; reviewed Backslash-controlled sources do not identify an acquirer or parent company

Coding-agent and developer workstation security
View research coverage
Vendor statements
19
Source-checked records
13
Security topics researched
19
No supporting claim found
6
Security vendor

BigID AI Security and Governance

Scaled
?ScaledA private provider with at least $100M in known funding or at least 250 employees.This is a company-scale signal, not a product-quality rating.

Private independent company; reviewed BigID-controlled sources do not identify an acquirer or parent company

Sensitive-data discovery and access
View research coverage
Vendor statements
19
Source-checked records
14
Security topics researched
19
No supporting claim found
5
Security vendor

Cequence AI Gateway

Scaled
?ScaledA private provider with at least $100M in known funding or at least 250 employees.This is a company-scale signal, not a product-quality rating.

Private independent, venture-backed company; no acquisition or parent-company claim was found on the reviewed Cequence-controlled pages

AI API and web application protection
View research coverage
Vendor statements
19
Source-checked records
11
Security topics researched
19
No supporting claim found
8
Security vendor

Cisco AI Defense

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Public company (Nasdaq: CSCO)

Employee AI access and usage controls
View research coverage
Vendor statements
18
Source-checked records
14
Security topics researched
18
No supporting claim found
4
Security vendor

Cloudflare AI Security Suite

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Public company (NYSE: NET)

Network and cloud access controls
View research coverage
Vendor statements
19
Source-checked records
17
Security topics researched
19
No supporting claim found
2
Security vendor

Credo AI

Growth stage
?Growth stageA provider with at least $25M in known funding or at least 51 employees that has not reached the scaled threshold.This is a company-scale signal, not a product-quality rating.

Private independent company; reviewed Credo AI-controlled sources do not identify an acquirer or parent company

AI governance, risk, and compliance
View research coverage
Vendor statements
19
Source-checked records
14
Security topics researched
19
No supporting claim found
5
Security vendor

CrowdStrike AI Security

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Public company (Nasdaq: CRWD)

Endpoint AI application controls
View research coverage
Vendor statements
19
Source-checked records
18
Security topics researched
19
No supporting claim found
1
Security vendor

CyberArk Secure AI Agents

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Acquired by Palo Alto Networks on February 11, 2026

Agent identity and permissions
View research coverage
Vendor statements
19
Source-checked records
14
Security topics researched
19
No supporting claim found
5
Security vendor

Cyberhaven

Scaled
?ScaledA private provider with at least $100M in known funding or at least 250 employees.This is a company-scale signal, not a product-quality rating.

Private independent company; reviewed Cyberhaven-controlled pages list Cyberhaven, Inc. without an acquisition or parent-company claim

Sensitive-data discovery and access
View research coverage
Vendor statements
19
Source-checked records
15
Security topics researched
19
No supporting claim found
4
Security vendor

Enkrypt AI

Emerging
?EmergingAn early-stage provider with less than $25M in known funding, or 50 or fewer employees without at least $50M in known funding.This is a company-scale signal, not a product-quality rating.

Private independent company; reviewed Enkrypt AI-controlled sources do not identify an acquirer or parent company

AI testing and adversarial assurance
View research coverage
Vendor statements
19
Source-checked records
14
Security topics researched
19
No supporting claim found
5
Security vendor

Entro Security

Emerging
?EmergingAn early-stage provider with less than $25M in known funding, or 50 or fewer employees without at least $50M in known funding.This is a company-scale signal, not a product-quality rating.

Private, VC-backed

Machine and workload identity
View research coverage
Vendor statements
21
Source-checked records
9
Security topics researched
19
No supporting claim found
10
Security vendor

F5 AI Security Platform

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

F5 public-company product line (Nasdaq: FFIV)

AI application runtime protection
View research coverage
Vendor statements
19
Source-checked records
12
Security topics researched
19
No supporting claim found
7
Security vendor

Grip Security

Growth stage
?Growth stageA provider with at least $25M in known funding or at least 51 employees that has not reached the scaled threshold.This is a company-scale signal, not a product-quality rating.

Private, VC-backed

Business-application configuration security
View research coverage
Vendor statements
19
Source-checked records
14
Security topics researched
19
No supporting claim found
5
Security vendor

Harmonic Security

Emerging
?EmergingAn early-stage provider with less than $25M in known funding, or 50 or fewer employees without at least $50M in known funding.This is a company-scale signal, not a product-quality rating.

Private, VC-backed

AI data protection
View research coverage
Vendor statements
19
Source-checked records
14
Security topics researched
19
No supporting claim found
5
Security vendor

Harness AI Security / Traceable

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Private Harness product line following the completed Harness-Traceable merger

AI API and web application protection
View research coverage
Vendor statements
19
Source-checked records
6
Security topics researched
19
No supporting claim found
13
Security vendor

HiddenLayer

Growth stage
?Growth stageA provider with at least $25M in known funding or at least 51 employees that has not reached the scaled threshold.This is a company-scale signal, not a product-quality rating.

Private independent company; no acquisition or parent-company claim found on reviewed HiddenLayer-controlled pages

AI application runtime protection
View research coverage
Vendor statements
19
Source-checked records
11
Security topics researched
19
No supporting claim found
8
Security vendor

Holistic AI

Emerging
?EmergingAn early-stage provider with less than $25M in known funding, or 50 or fewer employees without at least $50M in known funding.This is a company-scale signal, not a product-quality rating.

Private independent company; reviewed Holistic AI-controlled sources do not identify an acquirer or parent company

AI governance, risk, and compliance
View research coverage
Vendor statements
19
Source-checked records
15
Security topics researched
19
No supporting claim found
4
Security vendor

Imperva AI Application Security

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Privately held Thales company

AI API and web application protection
View research coverage
Vendor statements
19
Source-checked records
6
Security topics researched
19
No supporting claim found
13
Security vendor

Island Enterprise Browser

Scaled
?ScaledA private provider with at least $100M in known funding or at least 250 employees.This is a company-scale signal, not a product-quality rating.

Private independent company; no acquisition or parent-company claim found on reviewed Island-controlled pages

Browser and extension controls
View research coverage
Vendor statements
19
Source-checked records
14
Security topics researched
19
No supporting claim found
5
Security vendor

Iterate.ai AgentWatch

Emerging
?EmergingAn early-stage provider with less than $25M in known funding, or 50 or fewer employees without at least $50M in known funding.This is a company-scale signal, not a product-quality rating.

Private independent company; no acquisition or parent-company claim found on reviewed Iterate.ai-controlled pages

AI governance, risk, and compliance
View research coverage
Vendor statements
19
Source-checked records
15
Security topics researched
19
No supporting claim found
4
Security vendor

JetStream Security

Growth stage
?Growth stageA provider with at least $25M in known funding or at least 51 employees that has not reached the scaled threshold.This is a company-scale signal, not a product-quality rating.

Private, VC-backed

AI asset and configuration security
View research coverage
Vendor statements
19
Source-checked records
14
Security topics researched
19
No supporting claim found
5
Security vendor

Keycard

Growth stage
?Growth stageA provider with at least $25M in known funding or at least 51 employees that has not reached the scaled threshold.This is a company-scale signal, not a product-quality rating.

Private independent company

Agent identity and permissions
View research coverage
Vendor statements
16
Source-checked records
7
Security topics researched
16
No supporting claim found
9
Security vendor

Knostic

Emerging
?EmergingAn early-stage provider with less than $25M in known funding, or 50 or fewer employees without at least $50M in known funding.This is a company-scale signal, not a product-quality rating.

Private independent company; no acquisition or parent-company claim found on reviewed Knostic-controlled pages

Action-taking agent safeguards
View research coverage
Vendor statements
19
Source-checked records
13
Security topics researched
19
No supporting claim found
6
Security vendor

Kong AI Gateway

Scaled
?ScaledA private provider with at least $100M in known funding or at least 250 employees.This is a company-scale signal, not a product-quality rating.

Private, venture-backed independent company

AI gateway and tool-connection controls
View research coverage
Vendor statements
19
Source-checked records
10
Security topics researched
19
No supporting claim found
9
Security vendor

Lakera / Check Point

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Public-company subsidiary / AI security center under Check Point (NASDAQ: CHKP)

AI application runtime protection
View research coverage
Vendor statements
19
Source-checked records
13
Security topics researched
19
No supporting claim found
6
Security vendor

Lasso Security

Emerging
?EmergingAn early-stage provider with less than $25M in known funding, or 50 or fewer employees without at least $50M in known funding.This is a company-scale signal, not a product-quality rating.

Private, VC-backed

AI application runtime protection
View research coverage
Vendor statements
19
Source-checked records
13
Security topics researched
19
No supporting claim found
6
Security vendor

LatticeFlow AI

Emerging
?EmergingAn early-stage provider with less than $25M in known funding, or 50 or fewer employees without at least $50M in known funding.This is a company-scale signal, not a product-quality rating.

Private independent company

AI testing and adversarial assurance
View research coverage
Vendor statements
16
Source-checked records
5
Security topics researched
16
No supporting claim found
11
Security vendor

LayerX Security

Growth stage
?Growth stageA provider with at least $25M in known funding or at least 51 employees that has not reached the scaled threshold.This is a company-scale signal, not a product-quality rating.

Private, VC-backed

Browser and extension controls
View research coverage
Vendor statements
19
Source-checked records
13
Security topics researched
19
No supporting claim found
6
Security vendor

Microsoft Purview DSPM for AI

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Public company (Nasdaq: MSFT)

Sensitive-data discovery and access
View research coverage
Vendor statements
18
Source-checked records
12
Security topics researched
18
No supporting claim found
6
Security vendor

Mindgard

Emerging
?EmergingAn early-stage provider with less than $25M in known funding, or 50 or fewer employees without at least $50M in known funding.This is a company-scale signal, not a product-quality rating.

Private independent company; reviewed Mindgard-controlled sources do not identify an acquirer or parent company

AI testing and adversarial assurance
View research coverage
Vendor statements
19
Source-checked records
12
Security topics researched
19
No supporting claim found
7
Security vendor

ModelOp

Emerging
?EmergingAn early-stage provider with less than $25M in known funding, or 50 or fewer employees without at least $50M in known funding.This is a company-scale signal, not a product-quality rating.

Private independent company

AI governance, risk, and compliance
View research coverage
Vendor statements
17
Source-checked records
5
Security topics researched
17
No supporting claim found
12
Security vendor

Netskope AI Security

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Public company (Nasdaq: NTSK)

Network and cloud access controls
View research coverage
Vendor statements
19
Source-checked records
18
Security topics researched
19
No supporting claim found
1
Security vendor

Nightfall AI

Growth stage
?Growth stageA provider with at least $25M in known funding or at least 51 employees that has not reached the scaled threshold.This is a company-scale signal, not a product-quality rating.

Private, VC-backed

AI data protection
View research coverage
Vendor statements
21
Source-checked records
13
Security topics researched
19
No supporting claim found
6
Security vendor

Noma Security

Scaled
?ScaledA private provider with at least $100M in known funding or at least 250 employees.This is a company-scale signal, not a product-quality rating.

Private, VC-backed

Action-taking agent safeguards
View research coverage
Vendor statements
19
Source-checked records
15
Security topics researched
19
No supporting claim found
4
Security vendor

Oasis Security

Scaled
?ScaledA private provider with at least $100M in known funding or at least 250 employees.This is a company-scale signal, not a product-quality rating.

Private, VC-backed

Machine and workload identity
View research coverage
Vendor statements
19
Source-checked records
12
Security topics researched
19
No supporting claim found
7
Security vendor

Obsidian AI Security

Growth stage
?Growth stageA provider with at least $25M in known funding or at least 51 employees that has not reached the scaled threshold.This is a company-scale signal, not a product-quality rating.

Private independent company; reviewed Obsidian Security-controlled sources do not identify an acquirer or parent company

Business-application configuration security
View research coverage
Vendor statements
19
Source-checked records
16
Security topics researched
19
No supporting claim found
3
Security vendor

Okta for AI Agents

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Public company (Nasdaq: OKTA)

Agent identity and permissions
View research coverage
Vendor statements
19
Source-checked records
14
Security topics researched
19
No supporting claim found
5
Security vendor

Onyx AI

Emerging
?EmergingAn early-stage provider with less than $25M in known funding, or 50 or fewer employees without at least $50M in known funding.This is a company-scale signal, not a product-quality rating.

Private, VC-backed

Approved enterprise AI platforms
View research coverage
Vendor statements
19
Source-checked records
15
Security topics researched
19
No supporting claim found
4
Security vendor

Operant AI

Emerging
?EmergingAn early-stage provider with less than $25M in known funding, or 50 or fewer employees without at least $50M in known funding.This is a company-scale signal, not a product-quality rating.

Private, VC-backed

AI application runtime protection
View research coverage
Vendor statements
19
Source-checked records
16
Security topics researched
19
No supporting claim found
3
Security vendor

Orca AI-SPM

Scaled
?ScaledA private provider with at least $100M in known funding or at least 250 employees.This is a company-scale signal, not a product-quality rating.

Private independent company; reviewed Orca Security-controlled sources do not identify an acquirer or parent company

AI asset and configuration security
View research coverage
Vendor statements
19
Source-checked records
9
Security topics researched
19
No supporting claim found
10
Security vendor

Palo Alto Networks Prisma AIRS

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Public company (Nasdaq: PANW)

AI application runtime protection
View research coverage
Vendor statements
18
Source-checked records
17
Security topics researched
18
No supporting claim found
1
Security vendor

Pangea / CrowdStrike Falcon AIDR

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Acquired by public company CrowdStrike (NASDAQ: CRWD) in September 2025

AI application runtime protection
View research coverage
Vendor statements
19
Source-checked records
9
Security topics researched
19
No supporting claim found
10
Security vendor

Prompt Security / SentinelOne

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Public-company subsidiary / product line under SentinelOne (NYSE: S)

AI data protection
View research coverage
Vendor statements
19
Source-checked records
16
Security topics researched
19
No supporting claim found
3
Security vendor

Proofpoint AI Security / Acuvity

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Acuvity acquired by Proofpoint on February 12, 2026; Proofpoint is privately held

Employee AI access and usage controls
View research coverage
Vendor statements
16
Source-checked records
11
Security topics researched
16
No supporting claim found
5
Security vendor

Reco

Growth stage
?Growth stageA provider with at least $25M in known funding or at least 51 employees that has not reached the scaled threshold.This is a company-scale signal, not a product-quality rating.

Private, VC-backed

Business-application configuration security
View research coverage
Vendor statements
19
Source-checked records
14
Security topics researched
19
No supporting claim found
5
Security vendor

Runlayer

Growth stage
?Growth stageA provider with at least $25M in known funding or at least 51 employees that has not reached the scaled threshold.This is a company-scale signal, not a product-quality rating.

Private independent company

AI gateway and tool-connection controls
View research coverage
Vendor statements
17
Source-checked records
10
Security topics researched
17
No supporting claim found
7
Security vendor

Salt Agentic Security Platform

Scaled
?ScaledA private provider with at least $100M in known funding or at least 250 employees.This is a company-scale signal, not a product-quality rating.

Private, VC-backed; no parent company or completed acquisition is identified on the reviewed Salt-controlled company and funding pages.

AI API and web application protection
View research coverage
Vendor statements
19
Source-checked records
10
Security topics researched
19
No supporting claim found
9
Security vendor

Singulr AI

Emerging
?EmergingAn early-stage provider with less than $25M in known funding, or 50 or fewer employees without at least $50M in known funding.This is a company-scale signal, not a product-quality rating.

Private, VC-backed

AI governance, risk, and compliance
View research coverage
Vendor statements
19
Source-checked records
16
Security topics researched
19
No supporting claim found
3
Security vendor

Snyk Evo

Scaled
?ScaledA private provider with at least $100M in known funding or at least 250 employees.This is a company-scale signal, not a product-quality rating.

Private independent company

Coding-agent and developer workstation security
View research coverage
Vendor statements
16
Source-checked records
7
Security topics researched
16
No supporting claim found
9
Security vendor

Speakeasy AI Control Plane

Growth stage
?Growth stageA provider with at least $25M in known funding or at least 51 employees that has not reached the scaled threshold.This is a company-scale signal, not a product-quality rating.

Private, venture-backed Speakeasy Development, Inc.; no parent or acquisition announced on reviewed sources

AI gateway and tool-connection controls
View research coverage
Vendor statements
19
Source-checked records
12
Security topics researched
19
No supporting claim found
7
Security vendor

Token Security

Emerging
?EmergingAn early-stage provider with less than $25M in known funding, or 50 or fewer employees without at least $50M in known funding.This is a company-scale signal, not a product-quality rating.

Private, VC-backed

Machine and workload identity
View research coverage
Vendor statements
20
Source-checked records
10
Security topics researched
19
No supporting claim found
9
Security vendor

Upwind AI Security

Scaled
?ScaledA private provider with at least $100M in known funding or at least 250 employees.This is a company-scale signal, not a product-quality rating.

Private independent company

AI asset and configuration security
View research coverage
Vendor statements
16
Source-checked records
10
Security topics researched
16
No supporting claim found
6
Security vendor

Varonis AI Security

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Public company (Nasdaq: VRNS)

Sensitive-data discovery and access
View research coverage
Vendor statements
19
Source-checked records
16
Security topics researched
19
No supporting claim found
3
Security vendor

Veeam / Securiti AI

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Securiti AI acquired by Veeam on December 11, 2025

Sensitive-data discovery and access
View research coverage
Vendor statements
16
Source-checked records
8
Security topics researched
16
No supporting claim found
8
Security vendor

Wallarm AI Control Platform

Growth stage
?Growth stageA provider with at least $25M in known funding or at least 51 employees that has not reached the scaled threshold.This is a company-scale signal, not a product-quality rating.

Private independent company; no acquisition or parent-company claim was found on the reviewed Wallarm-controlled pages

AI API and web application protection
View research coverage
Vendor statements
19
Source-checked records
10
Security topics researched
19
No supporting claim found
9
Security vendor

WitnessAI

Growth stage
?Growth stageA provider with at least $25M in known funding or at least 51 employees that has not reached the scaled threshold.This is a company-scale signal, not a product-quality rating.

Private, VC-backed

AI governance, risk, and compliance
View research coverage
Vendor statements
20
Source-checked records
18
Security topics researched
19
No supporting claim found
1
Security vendor

Wiz AI-SPM / Google Cloud

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Google Cloud product brand; Google completed the Wiz acquisition on March 11, 2026 and retained the Wiz brand

Exposed AI asset discovery
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Vendor statements
19
Source-checked records
13
Security topics researched
19
No supporting claim found
6
Security vendor

Zenity

Growth stage
?Growth stageA provider with at least $25M in known funding or at least 51 employees that has not reached the scaled threshold.This is a company-scale signal, not a product-quality rating.

Private, VC-backed

Action-taking agent safeguards
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Vendor statements
19
Source-checked records
15
Security topics researched
19
No supporting claim found
4
Security vendor

Zscaler AI Security

Established
?EstablishedA provider with at least $1B in annual revenue, at least 1,000 employees, or backing from an established owner.This is a company-maturity signal, not a product-quality rating.

Public company (Nasdaq: ZS)

Network and cloud access controls
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Vendor statements
18
Source-checked records
17
Security topics researched
18
No supporting claim found
1