Can I Scale an AI Agent as My Business Grows?
Horizontal role copies, connector limits, eval debt, and when to add an agent platform team.
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Direct answer
Yes — scale by adding roles, not enlarging one mega-prompt. Watch connector rate limits, approver bandwidth, and eval debt as volume 10×.
Key points
- Clone role templates per region/brand with separate evals
- Add approvers before adding autonomy
- Instrument queue depth and p95 draft latency
Scaling stages
| Stage | Action |
|---|---|
| 2× volume | Tune batch size; monitor latency |
| 5× volume | Split roles; add read replicas |
| 10× volume | Platform team; eval CI mandatory |
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