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AI Agents Are Moving from Cool Demos to Real Operational Systems

And that's exactly where things get spicy.

January 18, 2026·3 min read·By Alain Prasquier

Originally published on LinkedIn.


AI agents are moving from "cool demos" to real operational systems — and that's exactly where things get spicy.

Once agents touch production:

  • Business teams are accountable, but lack visibility and controls
  • There's no clean way to pause, audit, or govern autonomous behavior
  • Risks jump fast: cost, compliance, reputation

So we built Supervaize: an AI Agents Command Center so business and ops teams can operate agents with confidence — start/stop, monitor health and impact, audit decisions, human-in-the-loop when needed.

The demo phase is ending. The operations phase is beginning.

If you're running agents "in the wild" and want to be an early design partner, reach out.

Alain Prasquier is the founder of Runwaize.