AI Control Plane, Manage and Orchestrate AI Systems
Introduction
As AI systems grow more complex, a centralized control layer becomes necessary.
What is an AI Control Plane?
An AI control plane is a system that manages AI workflows, model routing, and execution across different components.
Why It Matters
- Enables multi-model systems
- Improves cost efficiency
- Supports scalable workflows
Routing
Selects the best model for each task
Execution
Runs workflows automatically
Communication
Delivers outputs across systems
Why Neptune
Neptune acts as a complete AI control plane with built-in orchestration and execution.
Conclusion
The AI control plane is the backbone of modern AI infrastructure.