AI Security & Vulnerability Solutions Marketplace — Eleven Categories
Solution Marketplace

Eleven categories. One neutral map of who can actually help.

The solution landscape for AI-era vulnerability risk splits into two families: securing your software against a world where AI finds the flaws (Find, Fix, Verify) and securing the AI you deploy — eight AI-specific asset classes, from AI-Workload Platforms to AI Agent Identities, following the AI Defense Matrix taxonomy. Every listing is mapped to the compliance requirements and CISO problem statements it addresses. Basic listings are free — the full landscape should be visible, not just the vendors with the largest marketing budgets.

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Family 01 · Securing your software
Family 02 · Securing the AI you deploy
CATEGORY 04
AI-Workload Platforms

Inference servers, training platforms, vector DB platforms, and the model-loading supply chain.

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CATEGORY 05
AI Orchestration Tools

Agentic orchestration tools, plugins, skills, system prompts, and MCP clients.

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CATEGORY 06
AI-Generated Code

AI-assisted and vibe-coded development risk — new category.

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CATEGORY 07
AI Gateways and Routers

MCP proxies, LLM routers, outbound AI traffic, shadow AI egress — new category.

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CATEGORY 08
AI Model

Model weights, fine-tuning checkpoints, model cards, AIBOM, and consumed third-party models.

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CATEGORY 09
Training Data

Datasets used for training, fine-tuning, and continued learning.

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CATEGORY 10
Runtime AI Data

Prompts, inference inputs, RAG content, vector DB content, persistent agent memory.

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CATEGORY 11
AI Agent Identities

AI agents as non-human principals, credentials, permission scopes, delegation chains.

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Category structure adapted from the AI Defense Matrix by Lenny Zeltser and Sounil Yu, licensed CC BY-SA 4.0. For a broader view of the vendor landscape, see the AI Defense Matrix Catalog.

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Basic listings are free. Founding partners in each category receive featured placement, a founding-partner badge, and category prominence during the launch window. Enhanced listings add extended profiles, compliance documentation links, priority placement, and inclusion in the weekly Intelligence Brief.

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