A3 problem solving: how to write an A3 report

Lesson 12.3
12 minOpsida Teknoloji · Last reviewed: October 30, 2026

In one sentence

A3 problem solving ties together the scope of the problem, the cause evidence, at least two solution options and the follow-up decision on a single page.

By the end of this lesson

  • Prepare an A3 summary that defines the problem, baseline, target and measurement period in the same scope.
  • Compare two solution options on the cause link, expected effect, expense and practicability.
  • Calculate the delay rate, the percentage-point difference and the remaining gap to the target.
  • Decide on closure by assessing completion of implementation and verification of the result separately.

Why it matters

Everyone may have a different explanation for a delay at the packing exit. One person stresses label selection, another waiting for material, another the work sequence. A3 problem solving lets these explanations be discussed within a common problem definition and evidence arrangement. It takes its name from a paper size; what matters for learning is not the size but the connections of the thinking. The reader should be able to understand where the problem is seen, by which number it is tracked, why the proposal was chosen and how the result is tested. A single page does not mean destroying detail. The raw records, the assumption list and the calculations that are not in the summary are kept in a traceable way.

If the A3 page is used as a success document filled in after the result is known, the uncertainties disappear. In reality, as the investigation progresses, some causes are supported, some are eliminated and some stay open. The page should show the current state of knowledge. The first proposal does not have to turn out right. When a trial does not give what was expected, it is kept visible which assumption changed and what the next test is. The record owner's duty is not to produce all the answers alone; it is to bring together the bases and the current state of the decisions consistently. Those doing the work, maintenance, planning and quality control contribute with their own observations.

A document prepared without comparing two options can turn into a narrative that justifies the chosen solution. The cheap option is not always better; nor does the more expensive option automatically deliver a higher effect. The options must be assessed within the same problem scope, the same period and the same acceptance condition. Comparing only the investment amount and leaving out implementation time, extra work or error risk leaves the decision incomplete. It must be explained which supported cause the proposal affects. If the effect of an option has not yet been measured, it is written as an estimate. The comparison, instead of hiding the uncertainty, shows which trial would strengthen the decision.

Writing "rack built" in the result box describes the implementation; it does not say whether the delay decreased. The target indicator is measured separately and compared with the baseline within the same scope. Reaching the target in the short term does not guarantee all later products and shifts. The follow-up owner, the check date, the expected state and the action to take on deviation must be visible on the page. Without these links, a carefully drawn page is not a verified solution. The A3 summary carries the plan–do–check–act thinking in a single view; beyond filling the boxes, what matters is what information each box gives to the next decision. The figure and the short quiz scenarios in this lesson also fall within the synthetic data of the examples. This dataset was generated synthetically for training; it does not represent a real business, employee or customer study.

Formula

Delay rate (%) = Boxes completed late (pcs) ÷ Boxes inspected (pcs) × 100

Baseline–target gap (percentage points) = Baseline rate − Target rate

Actual difference (percentage points) = Baseline rate − Later rate

Share of cause group (%) = Delays in the group (pcs) ÷ All delays (pcs) × 100

A3 page: the left column shows the background, current condition (36 delays in 240 boxes, 15%), target (at most 6%) and cause candidate (wrong label in 24 of the 36 delays, 66.7%); the right column shows the actions, plan and follow-up (12 delays in 240 boxes, 5%; target met).A3 · Packaging exit delays1 BackgroundOne product, packaging exitLate: after planned time2 Current state36 / 240 · Week 115%3 GoalAt most 6%6%4 Root cause24 of the 36 delays hada wrong label picked24 ÷ 36 = 66.7%5 CountermeasuresLabels placed inseparate bins6 PlanTrial in week 2Owner: shift lead7 Follow-upWeek 3: 12 / 240 = 5%Goal metRe-check in week 45%10 points ↓
The page is read from left to right: the left column describes the problem and the cause candidate, the right column the action and the result; compare the bars falling from 15% to 5% with the 6% target. This dataset was generated synthetically for training; it does not represent a real business, employee or customer study.

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