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The Economics of AI Adoption

When AI Costs More Than the Engineer

2025

2029
Projected year when AI infrastructure spend matches engineer salaries
Based on current growth trajectories

AI Cost Evolution

2022
ChatGPT Launch

AI becomes mainstream, costs start scaling

2024
Enterprise Adoption

Companies invest heavily in AI infrastructure

2026
Cost Inflection

AI spend approaches 50% of engineering costs

2029
Breakeven Point

AI spend equals engineer salary spend

04

Understanding the Economics

What happens when AI becomes more expensive?

Engineer vs AI: Cost Comparison

Human Engineer
  • Fixed salary cost
  • Creative problem solving
  • Context & judgment
  • Limited by hours
AI Systems
  • Variable compute cost
  • Scalable 24/7
  • Pattern recognition
  • Scales infinitely

Projected Cost Growth

35%
2024
48%
2025
62%
2026
78%
2027
92%
2028
100%
2029

AI spend as percentage of engineering salary spend

What This Means for Organizations

  • 01
    Strategic Planning Required Companies must budget for both human talent and AI infrastructure
  • 02
    Hybrid Workforce Model The future combines AI tools with human oversight
  • 03
    ROI Calculations Change Traditional cost-benefit analysis needs updating for AI economics

Thank You

The future is human + AI, not human vs AI

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