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Automate the lookup pile first — not tax, capture, or labels. McKinsey found 62% experimenting with agents and 23% scaling; reuse the published ~$791/mo AgentCore floor at 50K sessions.
Start with readiness /30 — below 16, skip writes — then one family, usually support reads. Reuse Gateway ~180→95 ms and ~$791/mo at 50K sessions; Harness GA was June 17, 2026.
Five phases from quick wins to advanced ops. Post 40 ranks which workflow; this sequences when. Reuse Gateway ~180→95 ms and ~$791/mo at 50K — not a roadmap KPI.
Score automations as Volume × Frequency × Effort × Impact × Feasibility — not a promised return. Model the ~$791/mo platform silhouette at 50K sessions; reuse Gateway ~180 to 95 ms.
A merchandising agent recommends what to feature or bury today — it does not own the homepage. Reuse Gateway ~180 ms → ~95 ms and ~$791/mo at 50K, not a merch-lift KPI.
Replace "Sales down 15%" with contributors, unknowns, and ranked actions. The 15% is a schema fixture. Reuse Gateway ~180 to 95 ms and ~$791/mo at 50K sessions.
Proactive store monitoring is signals to human — not another dashboard login. Reuse Gateway ~180 to 95 ms and ~$791/mo at 50K sessions. Harness GA June 17, 2026.
An AI eCommerce operations agent should cap the morning brief at 5 priorities with evidence_tool on each — platform TCO still ~$791/mo at 50K sessions, not a store KPI.
Reusable detect to approve-or-execute for order, inventory, customer, and payment exceptions. Reuse Gateway ~180 to 95 ms and ~$791/mo at 50K sessions. Not a client refund KPI.
Revenue is not profit. Rank SKUs only when cost, discounts, shipping, returns, ads, and fees exist — else unknown. Reuse Gateway ~180→95 ms and ~$791/mo at 50K sessions.
An AI operations control tower answers what requires human attention now — not the 8 a.m. Slack brief. Reuse Gateway ~180 to 95 ms and ~$791/mo at 50K sessions.
Recommend Maintain, Increase, Decrease, Promote, Bundle, or Clear — not a live price write. Lawful named signals only. Reuse Gateway ~180→95 ms and ~$791/mo at 50K sessions.