HAPPIFY REFERENCE ROOMAI-001AI COMMERCE
AI commerce starts with actions, not slogans
A practical guide to choosing commerce workflows where an AI system can understand context, act safely, and move a number you can measure.
01
Start with a bounded workflow
- Customer questions with clear order, policy, and escalation context.
- Catalog enrichment with human review before publishing changes.
- Inventory and operations exception triage where the inputs and allowed actions are explicit.
02
Ground the system
- Give the agent the catalog, policies, orders, and definitions it actually needs.
- Separate read tools from write tools and log every consequential action.
- Use approval states for refunds, pricing, discounts, and customer communication.
03
Measure the result
- Support time saved, response quality, conversion, repeat revenue, stockout risk, or catalog completion.
- A smaller workflow with a real baseline beats a broad assistant nobody trusts.
- Review failure cases as product feedback, not as hidden model behavior.
NEXT USEFUL ACTION
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