FIELD GUIDE 02 · PROBLEM SOLVING

An A3 for a problem that keeps returning

Independent guide · published and reviewed 4 October 2026

READING MODE Approx. 5 min
Describe the current condition, define the gap, investigate a possible cause, choose a countermeasure, plan a test and review the evidence. Keep observations distinct from hypotheses.
One page. Six connected questions. — 2026 illustration by Durnall website. Download PNG.
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Describe the current condition, define the gap, investigate a possible cause, choose a countermeasure, plan a test and review the evidence. Keep observations distinct from hypotheses.

01
Observe a gap
02
Test a cause
03
Check evidence
Working procedure: Observe a gap → Test a cause → Check evidence. Read the steps and worked example below. Download the procedure diagram.

If the same release mistake returns after every reminder, writing a longer procedure may not help. An A3 gives the team a compact place to investigate what actually happened and agree on an experiment. The one-page discipline is useful because it makes omissions visible. It is also easy to misuse: a filled template can still contain no evidence.

Frame an observable gap

Start with the consequence and the scope. “People need to be more careful” is a judgment about people. “Three of the last ten illustrative releases needed a correction to the deployment configuration” describes something the team can investigate. Label invented training numbers as examples. For a real problem, include the period, item records and the accepted standard. Never write a precise baseline merely because the template asks for one.

Separate the evidence from the explanation

Use two small lists. The first contains observations with their sources: a timestamp, failed check, handoff or missing decision. The second contains hypotheses you still need to test. Ask a person doing the work to walk you through a recent example. An apparently simple mistake may involve an ambiguous instruction, unavailable environment or two conflicting versions of a configuration.

The Lean Enterprise Institute describes A3 as both a concise report and a process of dialogue around a concrete problem. Our worksheet is a starting structure for that dialogue; it is not a certification or an automated root-cause detector.

Choose a countermeasure with a mechanism

Write how the proposed change should affect the observed failure. In an illustrative release example, a pre-release configuration check could detect a mismatch before deployment. That is more testable than “improve communication.” Assign an owner who can arrange the test, and include the people affected by the change. A good idea that nobody can implement is not an action plan.

  1. Describe one specific gap and the current process boundary.
  2. Collect examples, including exceptions to the pattern.
  3. Write a hypothesis and a way to challenge it.
  4. Select a limited countermeasure with an owner and review date.
  5. Observe the result and any new friction it creates.
  6. Retain, modify or abandon the change with a recorded reason.

Agree on the check before the trial

Decide which future evidence would support the countermeasure and which would contradict it. For the configuration example, review both detected mismatches and corrections that escaped the check. Also ask how much time the check added and whether it became easy to bypass. A quiet week alone is weak evidence if there were no comparable releases.

Use a review date that matches the arrival of useful evidence. A fixed two-week cycle may be convenient, but a team releasing monthly might need a different observation window. Keep any claimed conclusion proportionate to the work actually observed.

A concise coaching conversation

Use the local A3 worksheet to draft and export a plain-text version. It sends no worksheet data to a server. Read the original A3 Reports archive entry to see the earlier emphasis on concise communication.

Primary reference

Lean Enterprise Institute: A3 Report ↗. Consulted 4 October 2026. Procedures and training examples above are proposals; examples are illustrative and are not claimed business results.

A filled A3: distinguish the symptom from the condition

This invented service-team example is an teaching case, not a project or result by Richard Durnall. Its purpose is to show how an A3 can expose an untested explanation before the team commits to a solution.

  1. Define the observed gap and its boundary. In the example, four of ten handovers in one fictional week lack an acceptance owner. Record the ten observations before interpreting the cause.
  2. Separate observation from hypothesis. “People do not care” is neither a useful observation nor an established cause. A testable alternative is that the handover form has no owner field and the meeting ends without assigning one.
  3. Choose a small countermeasure and a disconfirming check. Trial an owner field in the next ten handovers. If the field is completed but acceptance still stalls, the explanation is incomplete.
  4. Name a person to review the trial, its end date and what evidence would change the decision. Leave the result blank until the trial has happened; a planned experiment is not improvement already achieved.
Problem boundary: Fictional week; one team; 10 handovers; 4 without an acceptance owner; Current condition: Form has no owner field; assignment step not recorded; Hypothesis: An explicit assignment step may prevent unowned acceptance
Problem boundary: Fictional week; one team; 10 handovers; 4 without an acceptance owner. © richarddurnall.com

Diagram text: Problem boundary: Fictional week; one team; 10 handovers; 4 without an acceptance owner; Current condition: Form has no owner field; assignment step not recorded; Hypothesis: An explicit assignment step may prevent unowned acceptance

FieldExample or check
Problem boundaryFictional week; one team; 10 handovers; 4 without an acceptance owner
Current conditionForm has no owner field; assignment step not recorded
HypothesisAn explicit assignment step may prevent unowned acceptance
TrialNext 10 handovers: name owner and acceptance criterion before closing
MeasuresCount missing owners and count stalled acceptances separately
Disconfirming observationOwners are named but acceptance still stalls: inspect authority, capacity and criteria
Result and next decisionNot run. Review evidence before retaining or changing the trial.

Do not call “add a field” the root cause. It is a proposed countermeasure linked to one hypothesis. Preserve contradictory observations and ask the people doing the work whether the form represents the actual process. The downloadable card keeps problem, evidence, hypothesis, trial and result in separate boxes.

Download the working record ↓

Source: Lean Enterprise Institute: A3 report

Give the first A3 trial a way back before it begins

A small trial is easier to learn from when its boundary and return route are explicit. A proposal can be reversible in principle while nobody has retained the old form or the authority to restore it. The record below is a new fictional exercise; it is not a trial conducted by Richard Durnall or a client result.

Complete the return route as part of the proposal

  1. Retain the current arrangement: identify the existing process and preserve a readable copy. Record which obligations must remain in force throughout the trial.
  2. Limit the first step: apply the proposed change to one agreed team and a bounded set of ordinary handovers. Keep safety-critical or otherwise excluded work on its established authorised route.
  3. Name the stopping signal: decide what observation would make the owner pause the trial immediately and who receives the concern. A review date alone is not a response to a failed guardrail.
  4. Assign restoration and review: name who can restore the agreed previous process, where the current work will be recorded and how affected people will know. Keep the trial evidence after restoration.

A completed training proposal

Change T-1: a fictional service team tries a single acceptance-owner field for the next five ordinary handovers. It retains form F1 and tests form F2 only in that agreed scope. The proposed benefit is less ambiguity; it has not been observed yet.

Stop condition: if anyone cannot identify who has authority to accept a handover, pause new F2 handovers and contact the trial owner. This is a deliberately chosen exercise rule, not a universal threshold. Existing work keeps its named owner; restoration must not erase or duplicate its record.

Return procedure: the trial owner confirms the issue, restores F1 for new handovers, lists the already-open F2 items and explains their next step to the team. The review log retains both forms and the reason for stopping. It must not report a cancelled trial as five completed successful handovers.

Blank card: problem/hypothesis ___; old arrangement/version ___; exact trial scope/exclusions ___; proposed mechanism ___; observations to retain ___; stopping signal ___; who can pause ___; restoration action and owner ___; handling of work already started ___; review date and decision ___. LEI describes A3 as a problem-solving dialogue; this return card supplies a specific practical question within that dialogue. Real changes still require the appropriate authority and affected people’s participation.

Form F1 is retained before a bounded F2 trial. A defined stopping signal leads to authorised restoration, while open items and observations remain recorded.
Reversibility includes authority, open work and retained evidence. © Durnall website · CC BY 4.0.

Lean Enterprise Institute: A3 Report

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