Best AI-SPM Tools

the pioneering GenAI bug bounty platform designed to safeguard the future of artificial intelligence

42Crunch is the API and MCP security governance company. We help enterprises secure every interface their applications and AI agents depend on, from REST and GraphQL APIs to the Model Context Protocol (MCP) servers that give agents access to business systems. Our approach is contract-first. A machine-readable contract defines what each API or MCP server is allowed to do, and every audit, scan and runtime decision is checked against it. The result is security that developers can act on early, and evidence that auditors can rely on later. API Security Platform Audit: scores OpenAPI and GraphQL contracts at design time, with fixes inside the developer's IDE. Scan: tests live APIs for OWASP API Top 10 vulnerabilities and contract drift. Protect: enforces the contract at runtime with a lightweight micro API firewall. Govern: Security Quality Gates in CI/CD hold every team to the same standard. MCP Security Governance AI agents now call tools on their own, and unregistered MCP servers create shadow paths around enterprise controls. 42Crunch extends the same Contract, Audit, Scan and Protect model to MCP: it discovers MCP servers, generates a contract for each, scores their posture, tests them for OWASP MCP Top 10 risks such as tool poisoning, rug pulls and excessive permissions, and blocks non-compliant servers in CI/CD. Compliance evidence built in Scoring is deterministic, not judged by an LLM, so the same server or API always gets the same result. Findings map to NIST AI RMF, OWASP MCP Top 10, the EU AI Act, ISO/IEC 42001 and the CSA AI Controls Matrix, and every decision produces a versioned record that exports for auditors, regulators and customer security reviews. Built for how teams already work 42Crunch runs in developer IDEs, CI/CD pipelines and AI coding assistants such as GitHub Copilot, and integrates with Microsoft Defender for Cloud and Microsoft Sentinel. It is trusted by banks, fintechs, telcos and enterprises, and 42Crunch is ISO/IEC 27001 certified.

Unified security awareness training, email security, and AI governance built for the AI era.

Your Control Plane for Secure AI

Aim Security provides AI security posture management and runtime protection for enterprise GenAI deployments.

The Agentic OS for the enterprise. Redefining how organizations run cybersecurity, IT, and business operations in the agentic era, by making intelligence native, not bolted on.

The AI-native security operations platform built for enterprise. Preemptive, autonomous, and continuously self-improving.

The Enterprise Platform for AI Security & Governance

Keeping communicative tech safe, secure, and reliable.

AnyInsight.ai is a Zero Trust platform designed to secure the deployment of GenAI agents within the enterprise.

AppOmni is positioned as a SaaS Security Posture Management (SSPM) platform, not a traditional multi-cloud CSPM vendor.

AQtive Guard by SandboxAQ is a specialized security platform focusing on cryptographic discovery and AI risk management in the face of quantum computing threats.

ArmorCode is redefining security governance in the AI era as the agentic control plane for Unified Exposure Management.

Artemis is a specialized AI Security Posture Management (AI-SPM) platform focused on discovering, inventorying, and securing AI models, datasets, and notebooks across cloud environments.

To enable businesses to innovate fearlessly in the age of AI by transforming how they safeguard themselves with the world's most advanced AI security platform.​

Aurva provides a runtime security layer specifically designed for agentic AI architectures and LLM-driven workflows.

The Security Platform for The New Agentic AI Fabric.

Barndoor is one platform for AI access, safety, and control.

BeyondGuard is the control plane for enterprise AI security. Inspecting every prompt, enforcing every policy, and auditing every decision your AI makes. AI security you can prove.

At Maxim, we are building an enterprise-grade AI evaluation and observability platform to empower developers to ship their applications with quality, reliability, and speed.

BotCity Sentinel provides full visibility and governance for Python and AI running on endpoints.

Capsule Security provides runtime security for AI agents. Using patented fine-tuned small language models, Capsule monitors autonomous AI agents in real time, detecting and stopping risky behavior before damage is done.

Born from KPMG Studio, Cranium gives enterprise teams one place to discover, observe, govern, secure and prove every AI and agentic system they build, buy or rely on, so innovation never outruns trust.

AI Writes The Code. We Secure And Govern It.

Cyera is a pioneer in the data security space that empowers security leaders to discover their data attack surface, control the use of data, monitor, detect, and quickly remediate risk.

DataSunrise provides a unified platform for database security, auditing, and vulnerability management across heterogeneous database environments.

DeepKeep is a model agnostic AI security platform

Dynamo AI specializes in the governance and security of Large Language Models (LLMs) and Generative AI agents.

Eve Security is an early-stage protection layer for AI agents, focusing on real-time policy enforcement and behavioral guarding.

One platform to discover, assess, and protect all AI usage across your organization. FireTail gives you complete coverage across every employee, browser, device, application, and agent.

General Analysis is a security platform for organizations that run AI agents and large language model systems in production.

Gray Swan is an AI security vendor best known for adversarial red-teaming and continuous testing of AI applications, with a separate runtime protection product.

Groovy Security helps enterprises adopt AI without losing control of their data, an AI Security Posture Management (AI-SPM) and GenAI data-protection platform built for complete visibility and inline control.

Harmonic provides the control layer for the AI-first workforce. We empower confident adoption that secures the business without slowing down employees.

Harness aims to enable every software engineering team in the world to deliver code reliably, efficiently and quickly to their users.

We are a team of security engineers and GRC experts dedicated to making agentic workflows safe for enterprise.

Kindo offers an enterprise-grade AI governance and orchestration platform that provides a control plane for LLM usage and agentic workflows.

Knostic discovers and secures AI agents and coding assistants, as well as associated supply chain risks, including MCP servers, skills, IDE extensions, and rules

Lasso Security provides an AI Security Platform focused on securing AI adoption at enterprise scale, offering visibility, control, and protection across AI models, agents, and applications.

Powering modern security teams with AI that understands context, models intent, and protects what matters: your data, your people, your reputation.

Enterprise AI is moving fast. The security infrastructure isn't keeping up.

Metomic is AI data security for enterprise SaaS, the control plane for sensitive data across every SaaS tool and every AI surface. We find it, fix it, and prove it.

Mirror Security provides a privacy-preserving AI inference platform utilizing Fully Homomorphic Encryption (FHE) to secure Large Language Model (LLM) operations.

NeuralTrust is an AI security platform that discovers and protects autonomous AI agents, models, and tools across an enterprise.

Oligo Security is primarily a runtime security vendor, not a native CSPM specialist.

Openlayer is the AI governance platform that helps enterprises discover, test, monitor, govern, and optimize AI systems across their entire lifecycle, from prototype to production.

Operant is built by a world-class team with decades of experience in networking, machine communications, and cybersecurity.

Opsin provides a specialized security posture management platform for enterprise AI applications like Microsoft 365 Copilot and ChatGPT Enterprise.

We're on a mission to provide the world's most comprehensive cloud security platform while adhering to what we believe in: frictionless security and contextual insights, so you can prioritize your most critical risks and operate

OX Security is an enterprise software supply chain security platform that focuses on securing code, dependencies, build pipelines, and container artifacts across the SDLC.

Pillar Security provides an AI security platform designed to discover, govern, and secure AI agents across an organization.

Ploy is an identity governance layer that sits on top of your IdP (Okta/ Entra etc.) to help you control access across the apps that matter - including the long tail outside SSO.

We provide on-premise, zero-trust AI that detects deepfakes, prevents data leaks, and ensures compliance.

The Data Control Layer™ for the AI Era

Promptfoo helps developers and enterprises build secure, reliable AI applications.

Push is the most powerful AI-native security tool in the browser.

Our mission is to help security teams move beyond the endless cycle of alert triage and focus on what actually makes organizations safer.

Ray Security provides the first remediation-focused data security platform that delivers visibility and real-time control over how data is accessed, by users, applications, LLMs, AI agents, and shadow AI, and automatically

At Replica Cyber, we're driven by an unwavering commitment to protecting life in the digital world.

the only platform securing enterprise generative AI from creation through distribution, across every modality where synthetic media gets used to deceive.

At Securiti, our mission is to enable organizations to safely harness the incredible power of Data & AI.

Every company should be able to innovate with AI as confidently as they build in the cloud.

SPLX helps global enterprises secure AI systems end-to-end, with scalable red teaming, real-time threat protection, and automated AI compliance and governance.

Straiker is an agentic AI security vendor whose AI-SPM offering centers on discovery and posture management for AI agents rather than general cloud posture.

For continuous command over AI risks, F5 delivers the most adaptable platform for securing AI apps, models, agents, and the APIs connecting them.

Sweet Security is redefining enterprise cloud protection. As the leading provider of Runtime CNAPP and AI Security solutions, Sweet unifies runtime context with advanced AI intelligence to protect the modern enterprise.

ThreatLens builds AI-augmented security products that help organizations investigate threats, secure AI adoption, and make evidence-backed decisions across modern security operations.

TrendAI’s AI Security Posture Management (AI-SPM) capability is part of Trend Vision One and is positioned to give security teams visibility into the cloud assets used to build AI services, including threats, misconfigurations,

Trent AI builds an AI-native security platform for organizations building or operating autonomous AI agents.

TrojAI is a Canadian AI security vendor focused on securing AI models, applications, and agents across build-time and runtime, with a separate emphasis on AI model testing and policy enforcement.

Unbound provides a security and governance layer for AI coding assistants and autonomous agents.

Valence Security offers a comprehensive SaaS Security Posture Management (SSPM) platform that extends into AI governance and identity threat detection.

Varonis is a data security platform vendor positioned in DSPM for enterprises that need to find, classify, and control sensitive data across cloud, SaaS, and on-premises stores.

Vega delivers federated and AI-native search, detection, and investigation that strengthens coverage, speeds response, and gives SecOps unified access to all security data through its Security Analytics Mesh (SAM) platform.

We're building the offensive AI that the next decade of enterprise security will depend on, and putting it in the hands of the companies who can't afford to wait.

Versa Networks, the leader in SASE, combines extensive security, advanced networking, full-featured SD-WAN, genuine multitenancy, and sophisticated analytics via the cloud, on-premises.

Secure every AI interaction, from prompt to tool call, guardrails, identity, data policies, and tool authorization in real time.

Wiz is a cloud security posture management (CSPM) platform that detects and remediates misconfigurations across multi-cloud environments (AWS, Azure, GCP) and infrastructure-as-code templates.

XBOW is best known as an autonomous offensive security platform, not a dedicated AI Security Posture Management vendor.

XM Cyber is a leader in exposure management that uses attack path modeling to show how attackers can navigate hybrid cloud and on-prem environments.

Zenity provides unified security and governance for AI agents and Low-Code/No-Code applications across the enterprise ecosystem.