Zapier is the most-used automation tool on the planet. We use it ourselves on simple flows. But Zapier hits real limits at scale and on AI-heavy workflows. This page is the honest comparison.
| Feature | Zapier | WorkflowTime |
|---|---|---|
| Time to first working integration | Minutes. Drag-drop, click through, done. | Days to weeks. We design, build, test, and integrate properly. |
| Pricing model | Per-task pricing, $20-$799/month based on volume. Costs balloon at scale. | Project-based or retainer. Predictable cost regardless of execution volume. |
| AI / LLM workflows | Limited. AI steps via paid add-on with constrained model choice. | Native. Full access to OpenAI, Anthropic, Google, open-source models. Tuned per use case. |
| Document processing (PDFs, contracts) | Basic OCR via third-party Zaps. Often unreliable. | Multimodal LLMs (GPT-4 Vision, Claude) with validation and human-in-loop. |
| Conditional logic and branching | Filter steps work for simple branching. Complex logic gets unwieldy. | Real code. Any complexity, with tests and observability. |
| Error handling and retries | Limited. Errors send email; manual fixing required. | Real retry policies, dead-letter queues, alerting, automatic fallbacks. |
| Version control and rollback | Built-in version history per Zap. No git, no PR review. | Full git workflow. PR review, environment promotion, instant rollback. |
| Vendor lock-in | High. Migrating off Zapier means rebuilding every Zap. | Low. We hand over code you own. Run it anywhere. |
Use Zapier first for simple flows — it's faster and cheaper to start. Hire us when (a) per-task pricing exceeds an engineer-week of work, (b) you need conditional logic or AI Zapier handles awkwardly, (c) you're processing documents, (d) downtime on the automation costs you real money.
Yes. Many of our clients keep simple Zaps in Zapier and bring us in for the complex parts. We integrate cleanly with Zapier as a step or trigger.
We migrate flow-by-flow with parallel running until the new system is verified. Zero downtime, no surprises.
Upfront, more. Long-term, often cheaper because (a) no per-task pricing, (b) fewer broken automations, (c) less manual rework. We give you a real cost comparison after a discovery call.
Make is more powerful than Zapier for the price, but hits the same limits at scale and on AI. Custom builds beat both when you outgrow no-code. See our /vs/make/ comparison.