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Free Lesson
Why AI Automations Fail: Top Mistakes & How to Fix Them
Part of Building Production AI Systems
60 min
Sep 29, 2025 12:00 PM
Virtual (Zoom)
In this video
What you'll learn
Why AI automations fail
Either by breaking in production, or by being irrelevant, unused, or impossible to maintain.
A framework and checklist for building useful automation
Practical framework of what to watch for before releasing into production, so your automation gets adopted.
Practical tips for resilient workflows
Concrete advice on making automations more reliable and scalable, including how to spot weak points early on.
Why this topic matters
Most AI automations don’t fail because the tools are bad. They fail because they’re not designed to be useful, adopted, and reliable inside existing workflows.
In this talk, I’ll walk through the most common design mistakes, explain why automations end up unused, and share a framework and checklist for delivering automation that actually creates value in production and run reliably.
You'll learn from
Lena Shakurova
AI Advisor & Founder of ParsLabs and Chatbotly