Before quoting a monthly retainer, list the actual review time, hosting, tools, and recovery obligation. The agent is not a business model by itself. A client pays for a scoped result and someone accountable when it fails. A small AI-services business can use Grok Bot for public signals, Hermes Agent for sourced reports, OpenClaw for isolated workflows, and Muse for approval-ready decisions. Each client needs only the pieces that fit. The build handoff should include one failed-run trace, not just a passing demo. The service ladder is audit, bounded pilot, verified handoff, then support only when recurring work exists. Each step has an owner and a stop rule. Which failure would you test before trusting this workflow with a client?