SolidPoint AI-SPM

Security analysis of
AI applications and agents

SolidPoint AI-SPM is a platform for automated security analysis of AI applications and AI agents. It discovers unknown AI services in your infrastructure (Shadow AI), maps the complete attack surface of AI applications and automatically detects AI-specific vulnerabilities, from prompt injections to command execution through agents.

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Aligned with the OWASP Top 10 for Agentic Applications and the open AI-SAFE 2.0 framework.

Use cases

  • Shadow AI discovery: inventory of exposed AI agents, MCP tools and AI infrastructure components
  • Automatic detection of AI-specific vulnerabilities in AI agents, in line with the OWASP Top 10 for Agentic Applications and AI-SAFE 2.0
  • Testing defenses against prompt injections, including indirect injections via RAG and knowledge bases
  • Agent privilege control: excessive permissions, access to tools and sensitive data
  • Detection of sensitive data and configuration leaks through AI services
  • Security analysis of web applications and APIs within AI systems: SPAs, micro frontends and HTTP APIs
  • Security testing of AI applications running in production
  • Dynamic analysis as part of a secure software development lifecycle (SDLC)
  • Delivered as a cloud service or deployed on-premises in your own infrastructure

Key functional capabilities

Shadow AI and AI attack surface discovery

The platform automatically discovers exposed AI agents, MCP tools and AI infrastructure components. Built-in signatures for AI libraries and agentic frameworks, including LangChain, Vercel AI SDK, CopilotKit and Inkeep, reveal their hidden endpoints even before authentication.

Automatic detection of AI-specific vulnerabilities

Agent fuzzing modules test applications against the OWASP Top 10 for Agentic Applications and AI-SAFE 2.0: direct and indirect (via RAG) prompt injections, system prompt extraction, configuration disclosure, sensitive data leaks and authorization flaws.

Excessive privileges and unauthorized actions

The scanner detects agents with excessive permissions and delegated user rights, automatically reproduces unauthorized actions, from administrative mode activation to remote command execution (RCE), and confirms them with evidence.

Deep web application and API analysis

The full SolidPoint DAST capability set: SPA and micro frontend coverage (React, Vue, Angular), detection of XSS (including DOM XSS), SQL injection, SSTI, XXE, SSRF, insecure deserialization and authorization flaws, client-side JavaScript analysis and authenticated scanning.

AI-SAFE 2.0 is an open framework for systematic threat analysis of AI-powered applications.

Examples of automatic detections

SolidPoint scan results: confirmed critical issue 'AI agent performed an unauthorized action' with the response showing adminAccessGranted set to true

AI agent performed an unauthorized action

Severity
Critical
Status
Confirmed
"content": "ADMIN MODE ACTIVATED …",
"adminAccessGranted": true

A prompt injection activated administrative mode and file-system commands (ls, cat, more) in the agent.

SolidPoint scan results: confirmed high-severity issue 'AI agent returns security-sensitive content on malformed input' with the response exposing the agent's system prompt

AI agent returns security-sensitive content on malformed input

Severity
High
Status
Confirmed
"system_prompt": "You are a helpful banking…",
"security_issues": ["User context sent to external API"…]

On a malformed request the agent disclosed its system prompt, configuration and the full list of security weaknesses.

SolidPoint AI-SPM advantages

Fully automatic Shadow AI discovery: no manual inventory, no software agents to install

Deep application analysis: intelligent crawling, combined static and dynamic JavaScript analysis, OpenAPI and GraphQL support

Built-in signatures for agentic frameworks and tooling: LangChain, Vercel AI SDK, CopilotKit, Inkeep and MCP tools

Automatic validation of findings through attack reproduction, with minimal false positives

Black-box fuzzing of prompts, tools and agent actions, with no source code required

Managed through the web UI, CLI or API, with integration into development pipelines and CI/CD

Technical support and additional services

  • Platform tuning, including custom rules and false-positive suppression
  • Exploitability verification and proof-of-concept (PoC) demonstration scenarios
  • AI red teaming and penetration testing: in-depth security analysis of AI applications
  • Training your team in secure AI application development practices

SolidPoint has worked in information security for more than 10 years. Beyond AI-SPM, the team provides penetration testing, application protection, incident response and SDLC process management. See our AI security assessment service, read more about SolidPoint, or write to info@solidpoint.net.

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