Turn Business Procedures into Executable AI Workflows

A Knowledge Driven Agentic AI Framework where Knowledge Base Articles (KBAs) become executable workflows. Governed execution, Human-in-the-Loop collaboration, deterministic behavior, and MCP-powered tool integrations make enterprise AI automation predictable and trustworthy.

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Why This Framework?

Knowledge Driven

Business procedures are written as KBAs (Standard Operating Procedure) and become the source of truth.

Deterministic Execution

Agents strictly follow approved procedures/actions instead of making uncontrolled decisions.

Human-in-the-Loop

Pause, collect information from users, and resume execution seamlessly.

Governed AI

Enterprise-ready behavior with controlled execution and compliance.

Framework Architecture

👤 User

🚦 Agent Dispatcher (Control & Orchestration Layer)

🤖 Knowledge (KBA) Driven Agent

🔌 MCP Server (Action Layer)

🛠 Enterprise Tools

Bring Your Own Components

🔑 OpenAI API Key

Use your own OpenAI account and maintain full control of model usage. (For security, your OpenAI API key is automatically removed from the cache once the task is complete.).

🔌 MCP Server

Agent uses your MCP server to perform the actions specified in the KBA/SOP, serving as the Action Execution Layer of the framework.
Download the user guide to set up the customized MCP server here.

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