Start an AI automation agency on retainers

Evidence: B. Nick Saraev says his agency reached $72,000/month (source). His startup budget, team size and margins are not disclosed. Upwork's posted rates for this kind of work have a median of $29.50/hr (Upwatcher), so commodity work pays poorly. The money is in specialization and retainers. Difficulty: 3/5 · Startup cost: low (tool subscriptions) · Time to first dollar: unknown (depends on sales)

Steps

1. Pick one niche and one painful workflow. Examples: dental clinics' lead follow-up, or manufacturing quote intake. Being specific is what lets you charge more.
2. Learn one stack well. Make.com or n8n, plus one LLM API and the CRM your niche uses.
3. Build a demo on your own business first. Example: an automation that qualifies inbound leads and books calls. Record a 2-minute Loom of it.
4. Make a list of 50 target businesses. Use public directories. Send personalized outreach that names their specific bottleneck, and offer a fixed-price audit.
5. Sell a fixed-scope pilot. One workflow, a clear success metric, a 2–4 week timeline. Document everything as an SOP.
6. Convert the pilot to a monthly retainer covering monitoring, fixes, one new automation a month and reporting.
7. Systemize before you hire. Templates, an onboarding checklist, error alerts and client reporting dashboards.
8. Raise prices as you go. Move from hourly, to value-based, to retainers. Price against the hours or revenue you save the client.

Pitfalls

• Building custom one-offs that you can't maintain.
• No error monitoring: silent automation failures lose clients.
• Taking data-access shortcuts. Get written permission for client systems and data.