Use automation where manual work is expensive.
Best when an automation already has business value and needs ongoing operational ownership rather than a one-time prototype.
- Production AI agents
- Business-critical automations
- Recurring browser workflows
- Multi-provider AI systems
- Teams without dedicated AI operations staff