Where fine-tuning wins
- Regulated industries with specialized vocabulary
- Complex integrations with legacy systems
- Domain-specific pain narratives
Where it doesn't
Basic operational tasks — scheduling, follow-up drafting, CRM hygiene. Generic AI handles these fine everywhere.
Build vs buy
Buy the generic agent platform. Fine-tune the domain layer yourself. Don't rebuild the primitives.