MHAP (Modular Human-in-the-loop Agentic Pipeline) is a framework that breaks complex workflows into modular phases, assigns specialized AI agents to each phase, and inserts a human subject matter expert validator between steps. This ensures quality, accuracy, and human oversight while leveraging AI for speed and scale. It has been successfully applied to software development, procurement, contracting, and case management.
Key Principles
- Complex workflows are decomposed into discrete, manageable phases
- Each phase is handled by a specialized AI agent optimized for that specific task
- A human subject matter expert validates all AI output before it proceeds to the next phase
- An orchestrator manages the flow between phases and agents
- Applicable to software development, procurement, contracting, adjudication, sales, and other complex domains
How to Get Started
Identify a complex, multi-step workflow. Break it into clear phases. Define the inputs, outputs, and validation criteria for each phase. Assign or configure AI agents for each phase and establish the human validation checkpoint between phases.