I will build ai automation workflows with n8n, make, zapier and python scripts

All three, plus custom Python or Node.js. I pick based on your budget, volume and the apps you already pay for. n8n suits complex or self hosted flows, Make is good value for multi-step scenarios, and Zapier is the simplest for small teams.

Anything repetitive with a clear rule: new leads into your CRM, forms or emails into a sheet, invoice and PDF processing, reports, reminders, syncing data between apps, and AI steps like sorting emails or drafting replies. Send me the task and I'll confirm.

I add OpenAI or Claude steps where they save real time: classifying messages, extracting data from emails or PDFs, summarizing, drafting replies, or an AI agent that takes actions in your tools. Every AI step is tested on your real examples.

When the tool hits its limits: large data volumes, complex logic, an app with no ready integration, or high task costs. Then I write a Python or Node.js script or a custom step, so the automation stays fast, cheap and reliable.

Usually yes, so you own the workflow. I tell you which plan fits before we start, and n8n can be self hosted to avoid per-task fees. OpenAI or Claude usage runs on your own API key, so you only pay for what you use.

I add error handling, retries and alerts so you know right away if a step fails, for example when an app changes its API. You get a short guide or video, and I stay available for fixes and changes after delivery.

A short description of the task, the apps involved, and access to those accounts (an invited user is fine). Example data or a quick screen recording of how you do it today helps me build it right the first time.

Yes. I can debug a broken n8n, Make or Zapier flow, cut its task usage, add AI steps, or move it to another platform or to code when it has outgrown the tool.

Yes. This gig started as JS and Python conversion and I still do it by hand: same logic, same names, tested against the original. Scripts in either language are part of this service.

The packages are indicators: one workflow, a multi-step AI workflow, or a full automation system. Timing depends on the number of apps and steps. Message me with your task and I'll send a clear quote and timeline.