AI tools are powerful individually. Connected together through automation, they become transformative. This guide shows you how to build AI workflows that run on autopilot using Make (formerly Integromat) or Zapier — no coding required.
What Is an AI Workflow?
An AI workflow connects a trigger (something that happens) to an AI action (processing) to an output (something that gets created or sent). For example: a new email arrives (trigger) → AI summarizes it and drafts a reply (processing) → the draft appears in your inbox ready to review (output).
Make and Zapier are the two leading platforms for building these connections without code. Both offer free tiers to get started.
Workflow 1: Auto-Summarize Long Emails
Trigger: New email arrives in Gmail longer than 500 words. Action: Send the email body to Claude or ChatGPT API with the prompt "Summarize this email in 3 bullet points and suggest whether I need to respond." Output: Post the summary to a Slack channel or append to a Notion database.
This workflow saves 30-60 minutes daily if you receive many long emails from clients or collaborators.
Workflow 2: Social Media Content Pipeline
Trigger: New blog post published (RSS feed or webhook). Action: Send the post to Claude API with prompts to generate a LinkedIn post, three tweet variations, and an Instagram caption. Output: Create drafts in Buffer or Hootsuite for each platform.
One blog post automatically becomes 5-6 social media posts across platforms, ready for review and scheduling.
Workflow 3: Lead Qualification from Forms
Trigger: New form submission on your website. Action: Send the form data to an AI with your qualification criteria: budget range, company size, timeline, and service match. Output: Add to your CRM with a qualification score and suggested follow-up approach.
Every lead gets qualified instantly instead of waiting hours or days for manual review.
Workflow 4: Meeting Notes to Tasks
Trigger: New transcript appears in Otter.ai or Fireflies. Action: Send transcript to AI with the prompt "Extract all action items, who is responsible, and any deadlines mentioned." Output: Create tasks in Todoist, Asana, or Notion with the extracted details.
Make vs Zapier: Which Should You Use?
Zapier is simpler and has more pre-built integrations. Make is more flexible and significantly cheaper for complex workflows. For most AI workflows, Make's visual builder and ability to handle branching logic makes it the better choice. Start with whichever has a free tier that covers your needs.
Getting Started
Pick one workflow that addresses your biggest time drain. Build it, test it for a week, refine it. Then add the next one. Most people try to automate everything at once and burn out — start with one high-impact automation and let it prove the value before expanding.