The Hallway Track
8 tracked signals on agent-governance.
Salesforce adds automated agent evaluation and cost controls to Agent Fabric control plane
“What excites us most about Agent Evals is that it doesn't stop at telling us something is wrong. When an agent's quality drops, Agent Fabric can step in automatically, alerting the right owner or pulling the agent offline before a small issue becomes a widespread customer problem.”
Microsoft Foundry adds centralized tools, governance, evals, and an agent optimizer to make LangGraph agents enterprise-ready.
“Everyone is building agents, but that's not the hard part anymore. The hard part is integrating them into your business and governing them at scale.”
Databricks Unity Gateway CLI adds intelligent model routing and budget governance for enterprise AI coding agents
“Unity Gateway's intelligent routing was immediately activated.”
AWS launches AgentCore Gateway to centralize AI agent tool access governance via MCP
“Which AI agents have access to customer data, who granted it, and what would exposure look like if a credential leaked today?”
AWS launches natural language-to-Dogwood policy authoring for AI agent governance in Bedrock AgentCore
“Whatever your technical background, you can import policy documents written in natural language directly into the policy in Amazon Bedrock AgentCore to safeguard your deployed agentic systems.”
Microsoft's Agent 365 helps enterprises discover, secure, observe, and govern AI agents at scale.
“IDC predicts that by 2028 there will be 1.3 billion agents in organization.”
LangChain frames agent governance as a new engineering discipline requiring cost, reliability, and compliance controls.
“Production agents introduce a different risk profile than traditional LLM apps. They have greater autonomy, meaning they have a greater need for visibility and control.”
Microsoft's Agent 365 SDK lets developers make any agent enterprise-ready with built-in identity, governance, observability, and security.
“An agent is not an app. It's an actor with its own brain.”