The key shift: from copilots to autopilots
A copilot improves a professional's productivity. An autopilot sells the final work itself. For SMB buyers, this usually means lower friction: they care about completed bookkeeping, claims handling, hiring funnels, or IT uptime, not which internal tool produced it.
If your offer is "we automate the process end-to-end," every model improvement increases your margin and speed.
Chart: where budget already exists
Software spend1x
Services spend6x
Illustrates the source thesis: roughly $6 in services spend for every $1 in software spend.
Opportunity map for SMB operators
| Service vertical | Illustrative TAM | Autopilot readiness |
|---|---|---|
| IT managed services | $100B+ | High |
| Recruitment and staffing | $200B+ | Medium |
| Insurance workflows | $140-200B | High |
| Transactional legal work | $20-25B | Medium |
A simple implementation sequence
Start with outsourced, intelligence-heavy tasks where buyers already pay for outcomes.
Standardize input and QA checks before scaling automation volume.
Expand into judgment-heavy layers only after collecting domain data and quality evidence.
Original source and references
- Primary source: Sequoia Capital - Services: The New Software