New Expert with AI

Diagram Overview

This diagram illustrates the structural transformation of the professional services market in the AI era.

Current Situation (Left Side)

Users pay for three levels of professional services:

  • A+ Expert: Top-tier expertise and specialized knowledge
  • Expert: Mid-level professional services
  • Agent: Basic professional task handling

AI Era Transformation (Right Side)

Market Polarization:

  • A+ Expert Retained: “keep” – Highest-level human expertise remains essential
  • Mid-tier Replacement: “Replace” – Expert and Agent roles substituted by AI systems
  • Cost Concentration: Payment structure shifts from 3 categories → 2 categories

Key Implications

  1. Economic Efficiency: Reduced costs for mid-tier professional services
  2. Market Polarization: Premium human experts vs. AI systems structure
  3. Enhanced Accessibility: Democratization of professional services through AI
  4. Structural Transformation: Fundamental reshaping of professional service industries

Economic Impact

  • Winners: A+ Experts (strengthened monopolistic position), AI service providers, general consumers
  • Disrupted: Mid-tier professionals (Expert and Agent levels)
  • Market Change: Structural reorganization and pricing transformation in professional services

Conclusion

This diagram effectively demonstrates not just job displacement, but the economic restructuring of professional service markets, showing how AI-driven substitution leads to cost structure changes and market bipolarization.

With Claude

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