Disclaimer: Independent product concept by Kaushal Khodifad. Not a live commercial product.return to portfolio
Disclaimer: Independent product concept by Kaushal Khodifad.
AI Product Control Plane
the 360 ai agent framework

The 360 framework for how enterprise AI agents actually work - learn the parts, then run one for real: a live model, sandboxed tools, and a routing policy enforced in code.

Color = meaning
Model & system
Retrieval / RAG
Quality
Outcome / business
Agentic
01 / FOUNDATIONS

An AI product is a dial, not a switch

The more the system decides for itself, the more agentic it is - and the more machinery you need to stay safe. Drag the dial.

← less autonomymore autonomy →

Agent

cost: Medium-high

An LLM in a loop with tools and memory, chasing a goal.

What decides the next step
The model does, each loop
Use when
Task needs actions and adaptation
What makes something “an agent”
LLM in a loop
+ tools
+ memory
→ pursuing a goal

Remove the loop → a single call. Remove the tools → a chatbot. The loop plus tools plus memory is the whole idea.

rememberAutonomy is a dial. Every notch up adds capability and a failure surface you must instrument.
Learned the parts?
Demo on a synthetic sandbox - see “What is real vs simulated” in the Agent Console. Nothing here touches a production system.

↑ Independent product concept by Kaushal Khodifad. AI Product Control Plane is an independent product concept by Kaushal Khodifad; it is not a real company or a commercial product. It explores the enterprise AI & agent architecture space. Not a live commercial product. Data is illustrative.

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