AI for your role

AI for Process Improvements

Find waste faster and prove your improvements with AI as your analyst.

Get the Process Improvement brief
The shift

How AI is changing the Process Improvement role

AI now handles much of the slow groundwork in process improvement, like summarizing interview notes, drafting process maps, and crunching cycle time data into charts. It can spot patterns across defect logs, ticket histories, and survey responses that used to take days to review by hand. That gives you more time for root cause work and getting buy-in from the people doing the actual work.

What AI can take off your plate

  • Turning interview notes and observations into structured process step lists
  • Drafting first versions of process maps, SIPOC, and fishbone diagrams
  • Calculating cycle times, takt time, and basic process metrics from raw data
  • Summarizing long audit reports and survey responses into key themes
  • Writing first drafts of standard work and updated procedure documents

What stays distinctly human

  • Watching the actual work happen on the floor and noticing what data misses
  • Building trust with operators so they share the real workarounds
  • Deciding which improvements are worth the disruption to make
  • Facilitating kaizen events and managing the politics of change
  • Confirming that a fix actually solved the root cause over time
Tools

Five AI tools for Process Improvements

ChatGPT
Use it to draft SIPOC diagrams, turn messy process notes into clear step lists, and write standard work instructions in plain language.
Microsoft Power Automate
Build automated workflows that move data between systems and trigger approvals, replacing manual handoffs you identified as waste.
Microsoft Power BI
Connect to your process data and let its built-in AI surface trends, outliers, and key drivers in cycle time or defect rates.
Claude
Paste long process documentation or audit reports and ask it to find inconsistencies, gaps, and steps that add no value.
Lucidchart
Use its AI features to generate flowcharts and value stream maps from a written description of the current process.
Prompts

Five prompts to try today

Paste these into Claude or ChatGPT and replace the bracketed parts with your own details.

1. Build a SIPOC
I am improving the [process name] process. Based on this description: [paste description], draft a SIPOC table listing Suppliers, Inputs, Process steps, Outputs, and Customers. Flag any step where the input source is unclear.
2. Find root causes
Here is the problem: [describe defect or delay]. Walk me through a 5 Whys analysis and then organize possible causes into a fishbone diagram using the categories People, Process, Equipment, Materials, Environment, and Measurement.
3. Spot waste in a process
Review these process steps: [paste steps with times]. Identify which steps are likely the 8 wastes (defects, overproduction, waiting, non-utilized talent, transportation, inventory, motion, extra processing) and explain your reasoning for each.
4. Write standard work
Turn these rough notes into clear standard work instructions for [task name]: [paste notes]. Use numbered steps, note who does each step, list required inputs, and call out any quality checks.
5. Summarize process data
Here is cycle time data for [process]: [paste data]. Calculate average, median, and range, identify the slowest steps, and tell me which 2 steps to target first for the biggest impact.

A day in your inbox

This is the kind of brief a Process Improvement gets, every weekday morning.
Weekday morning
✦ Personalized for: Process Improvement
Today's Tool
Use Power BI to find your slowest step
Load your timestamp data into Power BI and use the Key influencers visual to see which steps drive long cycle times. It surfaces the bottleneck without you building pivot tables by hand.
Today's Prompt
Ask for a targeted waste analysis
Paste your process steps with times into the spot waste prompt above and ask AI to rank steps by likely waste. Use the result as a starting hypothesis, not a final answer.
Today's Trick
Always verify on the floor
AI can suggest the slowest step is waiting, but go watch the process to confirm why people wait. The real cause is often an undocumented workaround the data never recorded.

Get the Process Improvement brief

One AI tool, one prompt, and one trick for Process Improvements, every weekday morning. Free.

You are in. Your first brief arrives the next weekday morning.
Free forever. Unsubscribe anytime. We use your role only to personalize your brief.