Even Big Tech averages 44/100. The companies building AI are not agent-ready themselves.
Based on 36 enterprise and Big Tech companies scanned across 0 dimensions of agent readiness.
Companies building AI vs companies that are not
OpenAI, Google, Microsoft, Anthropic, Meta, etc.
16 companies actively building AI
Oracle, SAP, Cisco, Dell, ServiceNow, etc.
Traditional enterprise software
How enterprise companies distribute across Agent Readiness Levels
Why the biggest companies struggle with agent readiness
Enterprise companies invest billions in AI models and infrastructure but neglect the agent-facing layer. Having a great API is not enough -- agents need MCP servers, agent cards, and machine-readable service catalogs to discover and interact.
SSO, SAML, and enterprise auth flows are designed for human employees with browsers. Agents need programmatic credential provisioning, OAuth client credentials flow, and API key management -- most enterprise platforms only offer dashboard-based setup.
Decades of enterprise software built for human workflows. SOAP APIs, PDF documentation, phone-based support -- none of these are agent-readable. The transition to agent-native infrastructure requires rethinking the entire surface area.
Highest-scoring enterprise companies for agent readiness
Free scan. 60 seconds. See how your company compares to the enterprise benchmarks above.