SCQA Framework 2026: The Order a Partner Listens For

The four SCQA framework moves and the test for each

Each element has a single test, and an element that fails its test should be cut rather than rewritten.

Three habits make the table usable under time pressure.

1. Write the complication first, then reverse into the situation. The complication is the number you found; the situation is whatever context makes that number surprising.
2. Keep everything contestable out of the situation. Anything you would have to defend invites an argument before the complication lands, and the sequence stalls.
3. Check that the question can be answered by work you already did. A question wider than your analysis promises something the answer will not deliver.

The complication test is a number. Without one, the complication reads as an opinion and the question that follows has no size to it. Deloitte's published five-step approach asks candidates to "Structure your analysis into a logical story", and its last three steps are summarizing findings, stating recommendations and outlining next steps, checked 30 September 2026 at deloitte.com. Summarize, recommend, then say what happens next. The order is the same one.

Writing the S and the C of the SCQA framework so they collide

The collision is the mechanism. Situation and complication should be two facts that cannot both be comfortable, and the tension between them is what makes the listener want the question answered.

A distributor of industrial fasteners has grown revenue 8 percent over two years, to 310 million dollars. That is the situation, and nobody in the room disputes it. Gross margin over the same two years fell from 24.1 percent to 21.6 percent. That is the complication, and it is 2.5 points.

Put them next to each other and the collision does the work: the business sold more and earned less. Now the question writes itself, and it has to be narrow enough that the work you did can answer it. Where did the 2.5 points go, and which part of it comes back.

Two wider questions have to be refused here. Asking why margin fell commissions a research brief. Asking what the company should do cannot be answered by a margin decomposition alone. Charles River Associates describes what it watches as "how you communicate to bring the interviewer along with your thinking", checked 30 September 2026 at crai.com. A question sized to your own analysis is how you bring somebody along.

The 2.5 points, split three ways

Turn the margin points into money before splitting them, because points are not an amount. 2.5 percent of 310 million dollars is 7.75 million dollars of gross profit.

Now the three causes, each measured on its own base.

Freight: outbound cost per order rose from 31 dollars to 44 dollars, which is 13 dollars, across 186,000 orders, so 2,418,000 dollars. Price: the top twenty accounts represent 118 million dollars of revenue and their average discount rose 1.9 points, so 118 million times 0.019 is 2,242,000 dollars. Mix is what is left: 7,750,000 minus 2,418,000 minus 2,242,000 is 3,090,000 dollars.

Mix at 39.9 percent is the largest of the three, which is about two fifths of the gap. Freight at 31.2 percent is second and price at 28.9 percent is third. The three are close enough that saying one of them dominates would be wrong, and saying mix is largest is exactly right.

Then the piece that decides the recommendation, which is not size. Freight is contractual and retenders inside a quarter. Price concessions are contractual too and reopen at renewal, which averages fourteen months out. Mix is a customer behavior change and moves over years. So the largest cause is the slowest, and the answer has to say both things.

The SCQA framework answer starts with a verb

Here is the whole thing spoken, at 89 words, which fits inside the one published time limit we found.

"Recommendation: recover freight first, because it is the only one of the three that moves inside a quarter. Gross profit fell 7.75 million dollars on 2.5 points of margin across 310 million of revenue. Mix is the largest piece at 3.09 million, price concessions are 2.24 million, and freight is 2.42 million. Freight is 13 dollars an order across 186,000 orders, and a carrier retender plus a minimum order value can take 8 dollars of that, which is 1.49 million. I would confirm the carrier contract expiry dates first."

Eight dollars an order across 186,000 orders is 1,488,000 dollars, so 1.49 million, which is 19.2 percent of the 7.75 million gap. That figure belongs in the answer because it is the only number in the sequence that represents money coming back.

Oliver Wyman prints the form guidance under the closing question of its Poseidon case: "Start with a clear answer and then follow with supporting details", and "Keep it concise (30-60 seconds)", checked 30 September 2026 at oliverwyman.com. At a speaking rate of 150 words a minute, which is an assumption rather than a measurement, that window is about 75 to 150 words. The draft above sits in the middle of it.

That conversion is worth doing once, because it changes what fits. 89 words holds four sentences, one number per element and one next step. It does not hold a preamble, a restatement of the prompt or a list of what you considered and rejected.

What a published closing tier adds to an SCQA framework answer

Bain writes its practice cases in two tiers, and the gap between them says what a closing answer is expected to carry. On its coffee shop case the upper tier reads: "A better answer would take into account how long it would take for her to recoup the cost to open the store and other considerations before proceeding", checked 29 September 2026 at bain.com.

The lower tier gave the number. The upper tier added the horizon and the caveat. So the last sentence of an SCQA answer has a job, and the job is to name the thing that would change the recommendation. On the distributor that is the carrier contract expiry dates, because a retender that cannot start for eleven months makes freight as slow as mix.

Kearney adds one instruction about wording that is unusual to see published: present the solution precisely, clearly and concisely, and avoid the buzzwords. An SCQA draft is easy to test against that. Read it aloud and remove any noun that could apply to a different company.

Where the closing lines are scored

The weights below are ours, read from the rubric code our own grader runs. No consulting firm publishes a marking scheme, so none of this is Oliver Wyman's reading of its own 60-second limit.