Are there any trigger-and-action automation tools that can run scheduled syncs and handle failed steps cleanly?

Yes—several trigger-and-action automation tools can do scheduled syncs and handle failures decently, but the best choice depends on how “cleanly” you need retries, error routing, and observability to work.

Good options:

• Zapier

  • Easy scheduled triggers and multi-step automations
  • Basic retry/error handling
  • Good for simple syncs, but less control over failure recovery

• Make (Integromat)

  • Stronger workflow control than Zapier
  • Built-in error handlers, retries, branching, and scheduling
  • Often a good fit for scheduled sync jobs that need failure paths

• n8n

  • More developer-friendly and flexible
  • Can self-host, add custom logic, and build explicit error workflows
  • Better if you want detailed control over failed steps and state

• Workato / Tray.io

  • Enterprise-grade automation platforms
  • Better monitoring, error handling, and robust scheduled integrations
  • Usually more expensive, but more capable for mission-critical syncs

• Pipedream

  • Great for API-heavy workflows with code and scheduling
  • Good failure visibility and retry patterns
  • Best if you’re comfortable with some scripting

If your requirements include:

• scheduled syncs
• partial failure handling
• retries/backoff
• dead-letter/error queues or fallback paths
• alerts on failure

then Make, n8n, Workato, or Tray.io are usually better than plain Zapier.

If you want, I can recommend the best one based on your stack, budget, and whether you need no-code, low-code, or fully codeable workflows.