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Every Enterprise Is About to Have a 100,000 Agent Problem | Oren Michaels of Barndoor AI, Sonic AI
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Every Enterprise Is About to Have a 100,000 Agent Problem | Oren Michaels of Barndoor AI
Eye On A.I.
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Jun 6, 2026
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59:44
Interview
Every Enterprise Is About to Have a 100,000 Agent Problem | Oren Michaels of Barndoor AI
Oren Michaels
(Co-founder & CEO, Barndoor AI, guest)
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Executive Summary
Enterprises are hesitant to deploy AI agents in production environments (<1% penetration) due to significant trust and control issues, as agents are probabilistic and can act unpredictably.
Barndoor AI provides a critical governance layer that enables safe agent adoption by applying fine-grained, task-specific guardrails and permissions, addressing the shortcomings of traditional security protocols.
The platform solves technical challenges like 'context window exhaustion' through a tool router called ToolIQ, which simplifies the tools presented to the AI, improving efficiency and performance.
The speaker predicts 2026 will be an inflection point for enterprise agentic AI adoption, and the company is fostering this through both its enterprise platform and a single-user version (Ven.ai) for education and bottom-up demand.
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The Enterprise Trust Deficit in Agentic AI
Governance as the Enabler of AI Agents
Limitations of Existing Protocols for AI Agents
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Processed Jun 17, 2026
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