Prompts / Operations & Project Management

AI prompt for a kaizen journal

This prompt turns observations from work into a kaizen journal that people can act on. Use it after a shift, meeting, project review, or process walkthrough.

PromptOpen ChatGPTOpen Claude
Help me turn my notes into a kaizen journal entry that improves a real process without creating unnecessary work.

Context
Process or area: [PROCESS OR AREA]
My observations and evidence: [OBSERVATIONS AND EVIDENCE]
People involved and their responsibilities: [PEOPLE AND ROLES]
Constraints: [CONSTRAINTS]
Target date or review cadence: [TIMELINE]

First, identify the current condition, the specific waste or failure point, and the likely root cause. Separate facts I observed from assumptions that need checking. Use lean categories where they fit: waiting, defects, rework, handoffs, motion, overprocessing, inventory, overproduction, or unused skills. Do not force a category if the evidence does not support one.

Produce one journal entry with these sections:
1. Date and process area.
2. Current condition: 3 to 5 factual bullets.
3. Problem statement: one sentence describing the gap, where it occurs, and its impact.
4. Root-cause check: a short 5 Whys chain or cause-and-effect list, clearly marking unverified causes.
5. Proposed experiment: the smallest reversible change worth testing, including what will change and what will not.
6. Action plan table with task, owner, due date, dependency, and proof of completion.
7. Measure of success: baseline, target, measurement method, and check date.
8. Risks and standard-work update needed if the test succeeds.

Make owners accountable for actions they control; do not assign vague group ownership. Keep the first test within the stated constraints. Before answering, check that every action traces to the stated problem and that no baseline, cause, or result has been invented. Ask up to 3 clarifying questions only if a required input is missing.

Fill in

PlaceholderWhat to enterExample
[PROCESS OR AREA]Name the workflow, team activity, or physical area you want to improve.Weekly customer-refund review for the ecommerce support team
[OBSERVATIONS AND EVIDENCE]Paste dated observations, counts, examples, complaints, or process notes.In the last two Friday reviews, 18 of 42 refunds lacked an order screenshot; agents spent 6–10 minutes locating each one.
[PEOPLE AND ROLES]List the people involved and what each person is responsible for.Mia, support lead; Jordan, support agent; Priya, Shopify administrator
[CONSTRAINTS]State limits such as staffing, budget, systems, policy, safety, or time.No new software this quarter; agents cannot change checkout settings; do not slow urgent refunds.
[TIMELINE]Give the target completion date or the cadence for reviewing the experiment.Run a two-week test starting Monday and review results on October 18.

How to use

  1. Paste notes from a real observation, not a general complaint about the process.
  2. Replace each placeholder, including named owners and limits on the proposed change.
  3. Check that the baseline and root-cause statements are supported by your evidence before sharing the entry.
  4. Follow up with: “Convert the action plan into a 15-minute weekly review agenda for the named owners.”

Variations

Daily shift log

Use this for a short improvement record at the end of each shift.

Variation
Create a daily kaizen log from [SHIFT NOTES] for [WORK AREA]. List one confirmed issue, its immediate containment action, the owner for tomorrow’s follow-up, and one metric or observation to check. Keep it under 180 words. Do not call a cause confirmed unless the notes support it. Ask up to 3 questions only if a required input is missing.

A3 problem brief

Use this when an issue needs a manager-ready improvement proposal.

Variation
Turn [PROBLEM EVIDENCE] about [PROCESS] into a one-page A3-style improvement brief for [AUDIENCE]. Include background, current condition, target condition, root-cause analysis, countermeasures, implementation owners, dates, and follow-up measures. Distinguish facts from hypotheses. Do not invent costs, savings, or performance data. Ask up to 3 questions only if required information is missing.

Retrospective actions

Use this after a project retrospective or incident review.

Variation
Using [RETROSPECTIVE NOTES] from [PROJECT OR INCIDENT], create a kaizen action register. Group actions by process failure, assign each action to a named role from [TEAM ROLES], set a practical deadline based on [REVIEW DATE], and state the observable evidence that closes each action. Include one small test before any broad process change. Flag actions that are vague, unowned, or unsupported by the notes.

Tips

  • Start with a narrow, observable problem such as missing evidence in a refund review, not a broad goal such as improving customer support.
  • A kaizen test should change one controllable part of the process; changing policy, staffing, and software at once makes results hard to interpret.
  • Use a baseline expressed in the same unit as the target: minutes per case, defect rate, missed handoffs, or completed work per day.
  • Close journal actions with evidence, such as an updated checklist, audit sample, or measured result, rather than a status of “done.”

FAQ

What belongs in a kaizen journal?

Record the current condition, evidence, a tested change, named ownership, and what happened after the test. A list of ideas without a measure or follow-up is not enough.

Can AI identify the root cause from my notes?

It can organize hypotheses and suggest questions, but it should not present a cause as fact without evidence from the process.

How often should I write entries?

Use the cadence of the work: daily for recurring operational issues, weekly for a stable team process, and after meaningful project milestones.

Related prompts

All Operations & Project Management prompts →

Get a few prompts like this every week

Something Big is a free AI newsletter read by 70,000+ professionals. About three short emails a week with prompts and tools that work, plus what changed in AI and what to do about it.