Observation, not explanation
“The coating detached during humidity testing” is an observation. “Poor surface preparation caused adhesion failure” is a causal hypothesis and should not be embedded in the problem statement.

This app is designed to help a user arrive at a simple, accurate and commonly understood problem statement before beginning root cause analysis. It guides the user through the facts, requirement-versus-actual condition, evidence, problem boundaries, IS / IS NOT comparisons, extent, timing, affected population and known unknowns. The objective is to ensure the problem is understood as completely as the available evidence allows — without prematurely deciding why it happened. The final output should either be a clear, evidence-based problem statement that can be transferred into a separate 8D, RCCA, 5 Why, Fishbone or other analysis method, or a clear instruction that further understanding, evidence or data is required before reliable root cause analysis can begin.
“The coating detached during humidity testing” is an observation. “Poor surface preparation caused adhesion failure” is a causal hypothesis and should not be embedded in the problem statement.
Define what should have happened and what objectively happened instead. A problem is fundamentally a demonstrated deviation from an expected condition.
If cracking, dimensional error and coating failure are all present, do not automatically combine them. Separate them unless evidence demonstrates that they are manifestations of one problem.
Where a problem was discovered is not automatically where it originated. Record the detection point and the earliest confirmed point at which the condition existed separately.
The best comparison is often something nearly identical that does not have the problem. IS / IS NOT analysis helps define those boundaries without prematurely seeking cause.
If the evidence is insufficient, the correct outcome is not a weak problem statement. The correct outcome is a defined list of missing data and further investigation needed before RCCA begins.
| Element | Purpose | Good example content |
|---|---|---|
| Object / subject | What is affected? | Specific part, process, feature, output, service, batch, interface or characteristic. |
| Requirement | What should happen? | Drawing limit, specification criterion, process requirement, approved standard or defined expected condition. |
| Actual deviation | What happened instead? | Measured, observed or otherwise objectively demonstrated departure. |
| Location | Where is it seen? | Product feature, process step, customer, test stage, equipment, cavity, line, shift or interface. |
| Timing | When is it seen? | Date, cycle, shift, lot, first-known occurrence, event or operating condition. |
| Extent | How much? | X of Y, magnitude, frequency, trend, severity or population. |
| IS / IS NOT | What are the boundaries? | Affected versus comparable unaffected populations. |
| Evidence | How do we know? | Measurement, inspection result, test report, photo reference, log, sample, record or repeatable observation. |