AI + Human Hybrid Runtime

A business/operational model combining AI agents with human operators, particularly focused on professional services where AI cannot complete the "last mile" independently.

Key Points

• Concept: AI agent cannot complete "last mile" tasks alone, requiring human intervention
• Focus Areas: Professional services (agents, lawyers, accountants) AI acceleration
• Business Models:
  • 2P (Tool for Professionals): Light asset, channel-dependent
  • 2C (Build brand + hire professionals): Heavy but controllable experience
• Advantages over Pure Agent:
  • Better trust levels
  • More natural workflows
  • More controllable marginal costs

Related Entities

• crescendo — HITL (Human-in-the-loop) example
• hermes-agent — Agent framework capable of hybrid

Source

• 2026-04-19-summary.md