Vamshi
Screenshot of PylonAI / AI Control Plane

AI

PylonAI / AI Control Plane

An enterprise AI control-plane concept for registering, governing, observing, and managing agents across teams, tools, models, and workflows.

Product strategy, architecture, UX, prototyping 2026 In progress

Value created

  • Addresses the next problem after teams build agents: how do you know what exists, what it can do, who owns it, and whether it is working?
  • Frames agents as governed business systems, not isolated demos.
  • Helps enterprise teams think about registration, permissions, telemetry, evaluation, and lifecycle management.

What I shaped

  • Control-plane concepts for agent inventory, governance, observability, and workflow ownership.
  • UX patterns for reviewing agent health, capabilities, and risk.
  • Product strategy for organizations moving from AI experiments to managed operations.