Business AI Automation
Building AI agents, n8n / Make / Power Automate workflows, and connecting LLMs to real business operations without brittle hacks.
AI Agents
n8n & Make
Power Automate
Inspired by practical, step-by-step AI automation creators like Nate Herk, combined with my background in enterprise data engineering and personal stories from Gaborone, Botswana.
Explore the interactive workflow preview below, inspect downloadable starter blueprints, and vote on which build goes live first.
Click the chapter timestamps or any node in the 5-stage pipeline below to inspect the exact workflow being recorded for Episode 01.
We start with a real operational bottleneck: hundreds of unstandardized email requests hitting an operations inbox. Instead of wiring raw email directly to an LLM, we set up deterministic normalization first.
Captures incoming operational emails or form payloads, strips signatures/HTML noise, standardizes ISO dates, and assigns a deterministic correlation ID.
Every video falls into one of three practical categories designed to help builders, analysts, and curious learners automate smarter and think clearly.
Building AI agents, n8n / Make / Power Automate workflows, and connecting LLMs to real business operations without brittle hacks.
Practical SQL, Python, Power BI, and modern data stack breakdowns straight from real-world multi-country data warehousing lessons.
Behind-the-scenes of working in tech, Notion productivity workflows, fitness & habits, and building in public from Gaborone.
Filter upcoming episodes by topic pillar and expand any card to inspect what tools and steps will be covered.
A full walkthrough from trigger to structured LLM classification, validation, and human-in-the-loop approval.
How data engineering principles prevent hallucinations when giving AI tools access to company metrics.
Inside my Notion Certified workspace, daily routines, and the AI tools I actually use every week.
Lessons from BAC/University of Sunderland, FNBB, freelancing on Upwork, and consulting across Southern Africa.
Vote on the topic you want prioritized next, or drop a specific AI workflow challenge you want me to build live.
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Inspect and copy the starter schemas and prompts that pair with the upcoming video episodes.
Relational table design for tracking LLM prompt versions, latency, confidence, and human approval outcomes.
Strict JSON schema contract used to force consistent risk scoring from GPT/Gemini nodes before updating records.
The exact database properties I use to balance enterprise BI deliverables with weekly video scripting.