Snyk Evo Discovery is a free AI SPM solution by Snyk. Sweet AI Security Platform (AISP) is a commercial AI SPM solution by Sweet Security. Features, integrations, deployment and the company behind each one, side by side.
What our shortlists say about the one we picked.
Best for: Enterprises securing autonomous AI agents across major SaaS platforms
The AIDR component routes agent traffic through an AI Gateway for real-time prompt analysis and blocking. That is runtime protection, not just posture management. The behavioral baseline detection adds another layer: if an agent starts doing things it has never done before, Sweet flags it. The trade-off is that this level of agent instrumentation requires integration work upfront. This is not a solution you deploy in an afternoon. Plan for a proper implementation engagement.
From Best AI SPM Solutions for Business, Fall 2026
Reviewed by Nika (Nikoloz) Kokhreidze.
Scans repos to inventory AI models, agents, datasets & plugins for AI-BOM.
End-to-end AI security platform for models, agents, and runtime protection
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Based on what each listing shows: deployment, company size, price and open source.
Snyk Evo Discovery fits if you are a small business and you need a free product.
Common questions when comparing Snyk Evo Discovery vs Sweet AI Security Platform (AISP) for AI SPM.
Snyk Evo Discovery: Scans repos to inventory AI models, agents, datasets & plugins for AI-BOM. Built by Snyk.
Sweet AI Security Platform (AISP): End-to-end AI security platform for models, agents, and runtime protection. Built by Sweet Security.
The table above shows where their features, integrations, deployment and company size fit differ.
Snyk Evo Discovery is made by Snyk. Sweet AI Security Platform (AISP) is made by Sweet Security. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.
Often, yes. Snyk Evo Discovery and Sweet AI Security Platform (AISP) are both AI SPM products. Key differences: Snyk Evo Discovery is Free while Sweet AI Security Platform (AISP) is Commercial. Use the table above to see where features, deployment and company size fit differ.
Need the answer fast? Best AI SPM Solutions for Business picks Palo Alto Networks Prisma AIRS, Zscaler AI-SPM, Cyera Agent Guardian and 4 more.See the shortlist