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Beyond Observability: Why AI Agents Need a Control Plane, Not Just a Dashboard

Can you see AND steer? Most BI tools give you a gorgeous engine monitor — but no steering wheel.

January 19, 2026·4 min read·By Alain Prasquier
Beyond Observability: Why AI Agents Need a Control Plane, Not Just a Dashboard

Originally published on LinkedIn.


Everyone calls it something different: control plane, dashboard, cockpit, command center.

But how we call it is irrelevant. Because the real question is: can you see AND steer?

Most Business Intelligence tools are like having a gorgeous engine monitor — RPM, temperatures, warning lights — but no steering wheel. No brakes. No control.

With AI agents, that's not just limiting. It's risky.

Agents don't just report. They act. They contact customers. Change systems. Spend money. Trigger workflows. And sometimes hallucinate with confidence.

So "observability" isn't enough. You need oversight + operation:

  • Understand what agents are doing (and why)
  • Control what they can do (and when)
  • Intervene when needed (human-in-the-loop)
  • Audit decisions, costs, and outcomes

This is how you operate with confidence. This is how you create trust.

That's why we built Supervaize.

Call it whatever you want — dashboard, cockpit, control plane. It's where business teams don't just watch AI agents… they operate them 🕹️

AI agents will run your business.

Supervaize runs your AI agents.

Alain Prasquier is the founder of Runwaize.