# Discover AI vs HiddenLayer AISec Platform: side-by-side comparison (2026) [Discover AI](https://cybersectools.com/tools/discover-ai) is a commercial [agentic AI security](https://cybersectools.com/categories/agentic-ai-security) solution by [Straiker](https://cybersectools.com/companies/straiker). [HiddenLayer AISec Platform](https://cybersectools.com/tools/hiddenlayer-aisec-platform) is a commercial [agentic AI security](https://cybersectools.com/categories/agentic-ai-security) solution by [HiddenLayer](https://cybersectools.com/companies/hiddenlayer). Features, integrations, deployment and the company behind each one, side by side. ## Our take What our shortlists say about the one we picked. ### [Discover AI](https://cybersectools.com/tools/discover-ai) Best for: Security teams building first inventory of enterprise AI agents The integration list reflects where agentic AI is actually being built: Amazon Bedrock AgentCore, Azure AI Foundry, Microsoft Copilot Studio, Cursor, Claude Code, GitHub Copilot. These are the developer tools and platforms where AI agents originate. Straiker's positioning as a discovery and posture management layer means it is designed to be paired with a detection and response solution rather than replace one. If you are starting from zero visibility into your AI agent population, Discover AI is the right first step. From [Best Agentic AI Security Solutions for Business](https://cybersectools.com/shortlists/best-agentic-ai-security-solutions), Fall 2026. Reviewed by [Nika (Nikoloz) Kokhreidze](https://cybersectools.com/about). Need the answer fast? [Best Agentic AI Security Solutions for Business](https://cybersectools.com/shortlists/best-agentic-ai-security-solutions) picks CrowdStrike Falcon Guardian, Rubrik Agent Cloud, Silverfort AI Agent Security and 5 more. ## Side-by-side comparison | | Discover AI | HiddenLayer AISec Platform | |---|---|---| | Pricing model | Commercial | Commercial | | Category | Agentic AI Security | Agentic AI Security | | Verified | No | No | | Deployment type | Cloud | Cloud | | Company size fit | Mid-Market, Enterprise | SMB, Mid-Market, Enterprise | | Company | Straiker | HiddenLayer | | Headquarters | – | – | ### Use cases and capabilities | | Discover AI | HiddenLayer AISec Platform | |---|---|---| | Agentic AI Security | Yes | – | | AI SPM | Yes | – | | AI Observability | Yes | – | | MCP Security | Yes | – | | Shadow AI | Yes | – | | Inventory | Yes | – | | Misconfiguration | Yes | – | | Visibility | Yes | – | | GenAI Security | Yes | – | | LLM Security | Yes | – | | Runtime Security | – | Yes | ### Core features **Discover AI** 10 features listed. Sign in on the page to see them. **HiddenLayer AISec Platform** 10 features listed. Sign in on the page to see them. ### Integrations **Discover AI** 6 integrations listed. Sign in on the page to see them. **HiddenLayer AISec Platform** No integrations listed. ## Which one fits you Based on what each listing shows: deployment, company size, price and open source. - [HiddenLayer AISec Platform](https://cybersectools.com/tools/hiddenlayer-aisec-platform) fits if you are a small business. ## Discover AI vs HiddenLayer AISec Platform FAQ Common questions when comparing Discover AI vs HiddenLayer AISec Platform for agentic AI security. ### What is the difference between Discover AI and HiddenLayer AISec Platform? **Discover AI**: AI agent discovery & security posture mgmt for enterprise agentic ecosystems. Built by Straiker. **HiddenLayer AISec Platform**: Platform for securing AI models and autonomous agents across their lifecycle. Built by HiddenLayer. The table above shows where their features, integrations, deployment and company size fit differ. ### Who makes Discover AI and HiddenLayer AISec Platform? **Discover AI** is made by Straiker founded in 2024-01-01T00:00:00.000Z. **HiddenLayer AISec Platform** is made by HiddenLayer. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit. ### Is Discover AI a good alternative to HiddenLayer AISec Platform? Often, yes. Discover AI and HiddenLayer AISec Platform are both Agentic AI Security products. Use the table above to see where features, deployment and company size fit differ. ## Related comparisons - [Discover AI vs Mint Security](https://cybersectools.com/compare/discover-ai-vs-mint-security) - [Discover AI vs Evoke Security](https://cybersectools.com/compare/discover-ai-vs-evoke-security) - [Discover AI vs Onyx Platform](https://cybersectools.com/compare/onyx-platform-vs-discover-ai) - [HiddenLayer AISec Platform vs Mint Security](https://cybersectools.com/compare/hiddenlayer-aisec-platform-vs-mint-security) - [HiddenLayer AISec Platform vs Evoke Security](https://cybersectools.com/compare/evoke-security-vs-hiddenlayer-aisec-platform) - [HiddenLayer AISec Platform vs Onyx Platform](https://cybersectools.com/compare/hiddenlayer-aisec-platform-vs-onyx-platform) ## Alternatives to each - [See all Discover AI alternatives](https://cybersectools.com/alternatives/discover-ai) - [See all HiddenLayer AISec Platform alternatives](https://cybersectools.com/alternatives/hiddenlayer-aisec-platform) --- Source: https://cybersectools.com/compare/discover-ai-vs-hiddenlayer-aisec-platform For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/discover-ai.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md. More on Discover AI and HiddenLayer AISec Platform: funding, momentum, hiring and news, plus the full product and company record, are available through the Mandos MCP Server (paid plans), which connects to AI assistants: https://mandos.io/mcp?utm_source=cybersectools.com&utm_medium=compare-md