Services: The New Software

Source 1 min read
ai-servicesautopilot-vs-copilotoutsourcingservices-as-softwaresequoiavertical-ailabor-marketsai-business-models

Summary

Sequoia argues the next trillion-dollar company will sell outcomes (the work itself) rather than tools, because AI improvements compound in favour of the service provider, not the tool vendor. They map every major services vertical by intelligence-vs-judgement ratio and outsourced-vs-insourced spend, identifying insurance brokerage, accounting, healthcare billing, and IT managed services as the ripest autopilot opportunities.

Key Insight

  • Copilot vs autopilot framing: Copilots sell the tool to the professional; autopilots sell the outcome to the company. Autopilots capture the work budget (6x larger than the tool budget) from day one.
  • Outsourcing as the wedge: If a task is already outsourced, the company has accepted external delivery, a budget line exists, and substitution is frictionless. Replacing an outsourcing contract is a vendor swap; replacing headcount is a reorg. Start outsourced, expand insourced.
  • Intelligence vs judgement spectrum: The higher the intelligence ratio (rule-based, codifiable work) in a field, the sooner autopilots win. Today’s judgement becomes tomorrow’s intelligence as AI accumulates proprietary data about what good looks like.
  • Concrete market sizing (outsourced, US):
    • Insurance brokerage: 140-200B USD
    • Accounting/audit: 50-80B USD
    • Healthcare revenue cycle: 50-80B USD
    • Claims adjusting: 50-80B USD
    • IT managed services: 100B+ USD
    • Supply chain/procurement: 200B+ USD
    • Recruitment/staffing: 200B+ USD
    • Management consulting: 300-400B USD
  • Innovator’s dilemma for copilots: Companies that started as copilots (selling tools to professionals) face a structural conflict when transitioning to autopilots, because selling the work means cutting their own customers out of doing it. Pure-play autopilots have no such conflict.
  • Named companies to watch: WithCoverage (insurance), Rillet (accounting ERP), Anterior (healthcare billing), Crosby (legal NDAs), Pace/Strala (claims), Edra/Serval (IT services), Magentic/AskLio (procurement), Mercor (recruitment).