June 18, 2026
AI Workflow Automation with Zapier, Make & n8n — 3 Automations Built Live | Master AI & ML Ep 21
Having AI tools and actually integrating AI into your workflow are two different things. The gap is friction — every AI task still requires you to open a tab, paste, wait, and copy the output somewhere else. Workflow automation eliminates that friction. In this episode we build 3 real AI automations live using Zapier, Make, and n8n.
Automations built live:
→ Automation 1 (Zapier): Email triage & Slack summary — classify every inbound email and post a one-sentence summary to Slack automatically
→ Automation 2 (Make): Lead enrichment — new lead in Google Sheet → AI-researched personalised outreach draft saved to CRM
→ Automation 3 (Zapier): Meeting notes to tasks — Otter.ai transcript → AI-extracted action items created in Asana + follow-up email sent
Also covered:
→ The trigger → AI step → action anatomy of every automation
→ Zapier vs. Make vs. n8n — which platform for which context
→ Human-in-the-loop design — when to keep a review step
→ Error handling — building failure paths from day one
→ Cost modelling — estimating task volume before you scale
→ n8n for developers — self-hosted, open-source, zero marginal cost
This is Episode 21 of Master AI & Machine Learning — Module 4: AI Tools & Platforms.
──────────────────────────────
📋 FULL COURSE PLAYLIST → www.seriesofthoughts.com
⬅ Ep 20 — Image Generation AI
➡ Ep 22 — Choosing the Right AI Tool
🌐 TechnovativeAI → www.technovativeai.com
──────────────────────────────
⏱ TIMESTAMPS
00:00 — Hook: the friction problem
00:30 — Trigger → AI step → action anatomy + platform overview
01:30 — Build 1: Email triage to Slack (Zapier)
03:30 — Build 2: Lead enrichment (Make)
05:30 — Build 3: Meeting notes to tasks
07:15 — Error handling, cost modelling & n8n
08:15 — Module 4 close & CTA
──────────────────────────────
Series of Thoughts · Presented by TechnovativeAI
#Zapier #MakeAutomation #n8n #WorkflowAutomation #AIautomation #NoCodeAI #ZapierTutorial #LearnAI #TechnovativeAI #SeriesOfThoughts
Automations built live:
→ Automation 1 (Zapier): Email triage & Slack summary — classify every inbound email and post a one-sentence summary to Slack automatically
→ Automation 2 (Make): Lead enrichment — new lead in Google Sheet → AI-researched personalised outreach draft saved to CRM
→ Automation 3 (Zapier): Meeting notes to tasks — Otter.ai transcript → AI-extracted action items created in Asana + follow-up email sent
Also covered:
→ The trigger → AI step → action anatomy of every automation
→ Zapier vs. Make vs. n8n — which platform for which context
→ Human-in-the-loop design — when to keep a review step
→ Error handling — building failure paths from day one
→ Cost modelling — estimating task volume before you scale
→ n8n for developers — self-hosted, open-source, zero marginal cost
This is Episode 21 of Master AI & Machine Learning — Module 4: AI Tools & Platforms.
──────────────────────────────
📋 FULL COURSE PLAYLIST → www.seriesofthoughts.com
⬅ Ep 20 — Image Generation AI
➡ Ep 22 — Choosing the Right AI Tool
🌐 TechnovativeAI → www.technovativeai.com
──────────────────────────────
⏱ TIMESTAMPS
00:00 — Hook: the friction problem
00:30 — Trigger → AI step → action anatomy + platform overview
01:30 — Build 1: Email triage to Slack (Zapier)
03:30 — Build 2: Lead enrichment (Make)
05:30 — Build 3: Meeting notes to tasks
07:15 — Error handling, cost modelling & n8n
08:15 — Module 4 close & CTA
──────────────────────────────
Series of Thoughts · Presented by TechnovativeAI
#Zapier #MakeAutomation #n8n #WorkflowAutomation #AIautomation #NoCodeAI #ZapierTutorial #LearnAI #TechnovativeAI #SeriesOfThoughts