5 Lessons from Evo’s Design Partner Program
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Snyk shares five lessons learned from its Evo design partner program over 12 months of building an AI security product. Key findings: most organizations have far more AI models in use than they realize (shadow AI sprawl), standard detection tools miss custom-built AI wrappers requiring tailored discovery, spreadsheets fail to scale for AI inventory, CISOs need out-of-the-box policy templates as a starting point for governance, and teams lack actionable risk intelligence for AI assets since no CVE/CVSS equivalent exists for AI models. The post describes how these insights shaped Evo's capabilities including a Discovery Agent, Custom Discovery, Snyk Generated Policies, and a Risk Intelligence Agent.
Table of contents
Key takeaways1. Visibility is the key to uncovering AI sprawl at AI speedAI Risk, Under Control with Evo AI-SPM2. Closing the gap requires tailored discovery3. CISOs need a scalable starting point for policy.4. Risk intelligence enables AI governance.5. Operational security extends to agents, MCPs, and enforcement.What we learned from our design partners is clearBecome a Design PartnerSort: