AI Agents in Your Business: The Synergy Between People and LLMs
Discover how AI agents powered by Large Language Models can transform customer service while maintaining the human touch.
Read MoreDuxly Team
Getting your e-commerce stack to work as a unified whole — rather than a collection of siloed tools — comes down to one thing: solid API integration. Whether you’re connecting Shopify to an ERP, syncing a PIM system with your webshop, or wiring up a logistics provider, the fundamentals stay the same. Miss a step, and you’ll be chasing phantom stock issues at 2 a.m.
This checklist walks you through every phase: from assessing what you need, to keeping integrations healthy months after launch.
Before writing a single line of code, take stock of your current environment. A rushed start almost always means rework later.
Questions to answer upfront:
Draw a simple diagram with every system, data flow, and ownership boundary. This artefact prevents misunderstandings between developers, operations, and stakeholders.
Real example: When connecting Shopify to a legacy ERP (SAP Business One, Microsoft Dynamics), the first decision is: does Shopify own product data, or does the ERP? Getting this wrong means duplicate-write conflicts within days.
Not all integrations should work the same way. Choosing the wrong pattern creates bottlenecks or unnecessary complexity.
| Pattern | How it works | Best for |
|---|---|---|
| Synchronous (REST/GraphQL) | Request → wait → response | Real-time price lookups, cart validation, payment status |
| Asynchronous (queue-based) | Send message → process later | Order creation, stock updates, fulfilment events |
| Event-driven (webhooks) | System pushes events on change | Order status updates, inventory alerts, shipment tracking |
| Batch processing | Bulk data transfers on a schedule | Nightly catalogue syncs, invoice exports, reporting |
For most e-commerce setups, a hybrid approach works best: synchronous calls for customer-facing operations where latency matters, and async/event-driven flows for back-office processes.
Real example: A PIM system (like Akeneo or Contentful) syncing product data to a webshop rarely needs real-time sync. A nightly or hourly batch keeps catalogues current without hammering APIs. Order statuses, however, should trigger webhook events immediately so customers see accurate shipping information.
Security in API integrations is non-negotiable — especially when order data, customer PII, and payment flows are involved.
| Method | When to use | Key consideration |
|---|---|---|
| API Keys | Machine-to-machine, low sensitivity | Rotate regularly; never commit to source control |
| OAuth 2.0 | User-delegated access | Use short-lived access tokens + refresh tokens |
| JWT | Stateless service auth | Validate signature and expiry on every request |
| mTLS | High-security server-to-server | Strong guarantees, but higher operational complexity |
Every external API enforces rate limits. Ignoring them leads to 429 Too Many Requests errors that silently break your integrations. Always:
X-RateLimit-Remaining, Retry-After)APIs change. Providers deprecate endpoints, rename fields, and change response shapes. Protect yourself:
/api/v2/orders, not /api/latest/orders)Webhooks arrive from the outside world — verify they actually come from who they claim to be:
X-Shopify-Hmac-Sha256)401Integrations fail. Networks blip, APIs go down for maintenance, payloads get malformed. Plan for this from day one.
Retry strategy — the basics:
| Error type | Recommended handling |
|---|---|
4xx (client error) | Log and alert — likely a data or config problem, don’t retry blindly |
429 (rate limit) | Retry after the Retry-After value |
5xx (server error) | Retry with backoff; escalate if persistent |
| Network timeout | Retry with backoff; check idempotency before retrying |
A slow integration is almost as bad as a broken one. These optimisations matter at scale.
You cannot manage what you cannot measure. Once an integration is live, you need visibility.
Three pillars of observability:
| Metric | Target | Alert threshold |
|---|---|---|
| API success rate | > 99.5% | < 99% |
| Sync lag (orders) | < 60 seconds | > 5 minutes |
| Webhook delivery | > 99% | < 95% |
| p95 response time | < 800ms | > 2000ms |
Good documentation is what separates a maintainable integration from one that only the original developer can touch.
Every integration should have:
product.variants[].sku → ERP itemCode)Tight coupling to a single vendor’s API is a strategic risk. APIs get retired, pricing models change, or vendors stop fitting your needs.
Mitigation strategies:
| Phase | Checklist item | Done? |
|---|---|---|
| Assessment | Integration landscape documented | ☐ |
| Assessment | Source of truth defined per data type | ☐ |
| Architecture | Integration pattern selected | ☐ |
| Security | Authentication + rate limiting in place | ☐ |
| Security | Webhook signatures validated | ☐ |
| Security | API version pinned | ☐ |
| Error handling | Idempotency keys + DLQ configured | ☐ |
| Performance | Caching + batch operations implemented | ☐ |
| Monitoring | Logging, dashboards, alerts configured | ☐ |
| Documentation | Architecture diagram + runbook written | ☐ |
| Vendor risk | Abstraction layer in place | ☐ |
A well-executed API integration cuts manual work by hours per week, reduces errors that cost you orders, and gives your team real-time data for better decisions.
At Duxly, we specialise in e-commerce integrations — Shopify, Magento, WooCommerce, ERP systems, PIM platforms, logistics providers, and more. We’ve seen what goes wrong and know how to build integrations that hold up under real load.
Want an experienced partner for your integration project? Get in touch with Duxly — we’ll assess your setup and recommend the right approach.
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