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Do not staff all five specialists in week one. An open-ended "handle this order" fans out to every agent. Hop cap 2. The ~$791/mo platform cost floor at 50,000 sessions is one support-shaped mix, not a fleet budget.
Store-connected agents fail at secrets, PII, and payment tools — not at prompts. Support-shaped pilots tracked roughly 3× spend when a browser tool stayed on for lookup turns. Delete payment tools.
A shopper never sees your hero video — an intermediary picks on fields. Adobe July 2026: AI-referrals +62% YoY, 60% higher conversion than non-AI traffic. Optimize the decision inputs agents weigh, not a speculative autopilot checkout.
Monday again: where is my order. That pile is about 18% of helpdesk volume. Look up the scan. Do not invent a 2pm window. We are not publishing a tickets-down number.
Hand this to your technical lead. The store decision: one lookup this week, a person signs money, skip when a rule already works. Sample uses 8 Gateway tools — not a client case study.
For a mid-market retailer (~2.4M SKUs, checkout p95 1.9s → 420ms), DynamoDB cart + Step Functions checkout + conditional inventory cuts held 2.1k checkout RPS — after a cache-as-inventory mistake oversold 380 units in 12 minutes.
Black Friday still breaks unprepared AWS estates. July 2026 peak-readiness playbook — CloudFront/WAF edge, predictive Fargate scale, ElastiCache (Redis/Valkey), Aurora + RDS Proxy, and the cost split between baseline and burst.
Retail infrastructure has a specific shape: ~90% of the year sits idle, then peak week hits the P&L. July 2026 refresh — core services, Valkey/cache, SES, PCI scope, peak checklist.
Loyalty, pricing, inventory sync, multi-CDN — retail breaks generic templates. July 2026: buy-vs-build matrix, EventBridge patterns, CloudFront case study (−40% page load).
AWS Retail Competency validates consulting partners for verified retail delivery. Here is what the program means, what to look beyond the badge, and how to evaluate AWS partners for your retail workloads.