Build Agentic Commerce

A developer blog on building AI agents that operate across real commerce infrastructure — Shopify, TikTok Shop, NetSuite, Business Central, and 3PL fulfillment systems.

Agentic commerce only works when the integration layer underneath is solid. This blog covers both: how commerce integrations actually work in production, and how to design AI agents that operate reliably on top of them.

Sales Channels Shopify · TikTok Shop · Amazon
Integration Layer webhooks · data mapping · event processing
AI Agent Layer decision making · automation · exception handling
Business Systems NetSuite · Business Central
Fulfillment 3PL · WMS · shipping carriers

What this blog covers

Commerce Platforms

Shopify, TikTok Shop, and marketplace APIs — order ingestion, webhooks, and catalog sync.

ERP Systems

NetSuite and Business Central — data mapping, sales orders, inventory, and reconciliation.

Fulfillment Infrastructure

3PL and WMS integrations — order routing, shipment tracking, and fulfillment events.

Integration Patterns

Webhooks, idempotency, retries, event-driven architecture, and real-world debugging.

Agent Architecture

Designing AI agents that operate reliably on top of commerce infrastructure.

Built from experience

Written by an engineer who builds and maintains these integrations in production.

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