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Building resilient API middleware between CRM, ERP, and ad networks

How webhook architectures, retry queues, and idempotent syncing prevent data corruption across legacy business systems.

Point-to-point "no-code" integrations (e.g. basic Zapier recipes) work well for simple two-app triggers. However, when an enterprise processes hundreds of orders or complex lead lifecycles daily, fragile point-to-point connections silently break without alert notifications.

Custom API middleware provides a resilient, observable integration backbone that ensures data consistency between your public web apps, CRM, ERP, and accounting systems.

Core Reliability Principles

  • Idempotency keys — Ensuring that duplicate webhook payloads never create duplicate invoices or charges
  • Dead letter queues (DLQ) — Automatically capturing failed API requests and re-trying with exponential backoff
  • Data validation & schema enforcement — Sanitizing user inputs before forwarding into legacy ERP databases
  • Audit logging & alerts — Immediate Slack/email alerts when third-party endpoints experience downtime
Related solutionIntegrationsConnect your systems into a single seamless workflow.

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