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Zapier and Make push AI agents with cloud-only models. n8n gives technical teams full control, on-prem deployment, and open source access. For mid-market firms handling sensitive data, the split isn’t about features, it’s about where your logic runs.
For a 30-person agency running 200 automations, the split is clear: Zapier for sales-ops speed, Make for marketing scale, n8n for anything with customer data. The cost of control? Twelve weeks to onboard, four seats to pilot, and a hard line on where your data lives.
Ruflo, an open-source platform for orchestrating multi-agent Claude workflows, is trending on GitHub. Engineers are using it to deploy swarms that automate complex tasks, but scaling them demands more than just code.