This AI Warns Me Before Clients Leave (Agentic Inbox)

Published at : 23 Dec 2025

Your inbox is killing your business - this video shows you how to easily use agentic AI to create a workflow that reads emails, predicts client issues, and briefs your team before problems escalate.

What it does:

Scans inbox for frustration/anger signals
Predicts churn risk from email tone
Sends strategic briefs to Slack
Generates draft responses
One-click actions from Slack

-- Grab the base code for your own playground here: https://showy-pixie-2b5.notion.site/Copy-this-into-an-agent-md-file-and-initialise-it-in-your-IDE-first-run-2b57295c940c800ebbfbeb5d8ccf16c9?pvs=73


Timestamps:
00:00 - Live system demo (Slack alerts)
00:47 - Why this exists
04:03 - System architecture
06:08 - Tech stack overview
06:59 - VS Code agentic setup
10:33 - Building with Claude Code
14:11 - What the AI created
16:12 - Slack bot config
18:13 - First test run
20:04 - Self-healing in action

Built with Claude Code, Python, Gmail API, OpenAI, Slack SDK.

[ABOUT ME]

If you're new here — I’m Mansel.

In 2011, I left South Africa with nothing but a laptop and a digital piano.

I taught myself IT, broke into cybersecurity in London, and built two consulting businesses — one in cyber, one in cloud — scaling solo to $52K+/month.

Today, I run atomicOps — an AI consultancy based in New York — where we help mid-market companies turn AI chaos into scalable systems.

I also help AI Automation Experts escape underpaid gigwork and build $25K+/month consulting businesses using the same frameworks I used to scale mine.

🤝 Ready to transform your business with AI? Let's talk: https://bit.ly/3TinLo5
💡 Add me on LinkedIn - https://www.linkedin.com/in/mansel-scheffel/
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