The Operator's Playbook

Insights for the
AI-Native Era.

Practical guides on architecture, data and automation for ecommerce operations.

Strategy

The AI Operations Stack for Ecommerce Teams

Start with commerce and ERP, then decide which data and repeat work an agent should handle.

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Data Strategy

Turning Disconnected Data into Useful Decisions

Use return reasons, product data and stock records to guide the next review.

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Architecture

ERP vs. Commerce B2B: Where Should Logic Live?

Decide which system owns pricing, inventory and customer data before connecting a B2B portal.

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Automation

Task-Specific Agents and General Chatbots

Give an agent a defined task and the data it needs, with explicit approval boundaries.

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