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Title: Would an AI-based “Lean thinking assistant” be useful in manufacturing, or just another gimmick?

Hi everyone,
I’m thinking about building a small AI-based Lean / continuous improvement assistant for a manufacturing company.
The main idea is not just to create a chatbot that explains Lean terms. The goal would be to help every employee “put on Lean glasses” and better understand how to look at daily work through a Lean mindset.
For example, an employee could describe a normal workplace problem like:
“We often lose time because tools or testing equipment are not in the right place.”
The assistant would then help the employee understand the situation from a Lean perspective:
What kind of waste might be involved?
Is this related to 5S, standardization, waiting time, unnecessary motion, defects, or poor flow?
What questions should the employee ask to understand the real cause?
What small improvement could be tested?
How could the improvement be measured?
What would be a reasonable next step?
At the same time, the tool could turn the input into a structured KVP / continuous improvement entry for the

Lean team:
Problem
Area / workplace
Observation
Possible cause
Type of waste
Lean category
Improvement idea
Effort vs. benefit
Suggested next step
KPI or measurement idea

So the tool would have two purposes:
Help employees learn and apply Lean thinking in their daily work.
Help the Lean team collect, structure, and analyze improvement ideas.

My questions:
Do you think such a tool could create real value in a manufacturing / Lean environment?
Would employees actually use something like this?
Would it be better as a chatbot, a simple form, a dashboard, or a combination?
Have you seen similar tools in real companies?

I’m especially interested in honest opinions from people working in Lean, manufacturing, operations, continuous improvement, or production management.

Thanks a lot!