Agentic AI: Trust Layer Key to Production & Governance

Many agentic AI demonstrations fail to reach production because the focus is too much on the agents themselves. Here's the thing: while agents are visible, they are only one part of the operational AI stack. This stack includes data, knowledge, orchestration, trust, and action. What's interesting is that trust is arguably the most critical layer. It governs what actions an agent can take. Traditional access controls are no longer enough. The key question becomes, "Is this specific action appropriate for this agent, on behalf of this person, at this moment?" This is a governance issue, not just an access one. The bottom line is that a robust trust layer is essential for agentic AI to move from impressive demos to real-world impact.