The short version: Zapier and Make are automation platforms for connecting apps, both now with AI features layered on. Prompt Tornado is purpose-built for AI orchestration. The question is whether AI is a feature of your automation or the core of it.
The best-known app-automation platform, with trigger-action "Zaps" across thousands of apps and added AI steps, chatbots, and agent-style features. Unmatched integration breadth and very fast setup.
A visual scenario builder (formerly Integromat) for multi-step automations with branching, filters, and data mapping across many apps, including AI modules. Strong for approachable, visual business-process automation.
Both orchestrate apps, with AI as a configurable step. Prompt Tornado orchestrates models — routing, fallback, and evaluation are the product.
| Dimension | Prompt Tornado | Zapier & Make |
|---|---|---|
| Center of gravity | AI orchestration | App automation with AI added |
| Multi-model routing | Core, 7 providers | Manual model per step |
| Provider fallback | Automatic, traced | Hand-built error routes |
| Evaluation / regression | Built in | Not a core concept |
| App integrations | AI-provider focused | Thousands |
| Audience | AI builders & teams | Ops & no-code automators |
You're automating processes across many business apps and AI is an occasional, convenient step in the flow.
The AI work is central and you need routing, fallback, and evaluation you can trust and inspect.
A reasonable pattern: Zapier or Make for the surrounding process, Prompt Tornado for the model layer.
Task-based routing with fallback and evaluation, fully traced.