Shopify integrations that stay correct under real-world conditions
Integrations fail when they ignore retries, duplicates, partial outages, rate limits, and backfills. We build for those on day one.
What we integrate
Connect Shopify to every system that matters
ERP
NetSuite, SAP
Bidirectional sync of orders, inventory, customers, and financial data.
3PL / WMS
ShipBob, ShipStation
Fulfillment events, shipment tracking, and warehouse-level inventory.
Accounting
QuickBooks, Xero
Revenue recognition, tax sync, and financial reconciliation.
Marketplaces / Multi-channel
Amazon, Walmart, TikTok Shop
Unified inventory and order routing across channels.
Custom tools & data warehouses
Internal APIs, BigQuery, Snowflake
Event pipelines, ETL, and reporting infrastructure.
Common failure modes
What usually breaks
These are the problems we see in every rescue engagement — and the reasons we build differently from day one.
Missed webhooks → data drift
Events that never arrive cause silent corruption between systems.
Duplicated events → double shipments
Without idempotency, retries create phantom orders and fulfillments.
Rate limits → delayed sync
Naive polling hits API limits, causing hours-long backlogs.
No reconciliation → silent corruption
Without periodic checks, small errors compound into big problems.
No backfill → broken history
When failures happen, there's no way to safely recover missed data.
Our approach
Reliability engineering for commerce
Event pipeline design
Webhook-first architecture with polling fallback and event replay.
Idempotency + dedupe
Every operation is safe to retry — no duplicate side effects.
Retries + dead letter queue
Failed events get retried with exponential backoff, then quarantined for review.
Backfills + reconciliation
Periodic reconciliation jobs detect drift and safe backfill mechanisms recover missed data.
Observability (dashboards + alerts)
Real-time dashboards, sync lag monitoring, and alert rules for every integration.
Deliverables
What you get
Book an integration consult
Tell us what systems you're connecting and what's breaking. We'll respond with a clear architecture recommendation.