DILR

Banking Fraud Heist: A CAT DILR Case Study (2026)

A CAT DILR case study that walks through a fictional banking fraud heist as a conditional-logic set, solved live on the page with grid, deductions, and verdict. Extracts a reusable 5-step attack and 4-move transfer template that cracks any CAT DILR constraint puzzle in around 9 minutes, along with the three decisions that separate a 9-minute solve from a 17-minute rabbit hole.

April 24, 2026

   Banking Fraud Heist CAT DILR case study hero - 4-card case-file preview showing 5 suspects, 10 constraints, a 5-step   attack method, and 1 unique verdict, on a navy-to-cyan dossier background
CAT 2026 · DILR Case Study

Banking Fraud Heist: A CAT DILR Case Study (2026)

Optima Learn Editorial Team · Published 24 April 2026 · 11 min read
Banking Fraud Heist CAT DILR case study - 5 suspects, 10 clues and the 5-step attack method that solves a conditional-logic set in 9 minutes

It is 11 PM on a Friday. A fraud alert lands at Nova Bank's Mumbai headquarters. Five transactions have siphoned ₹2.9 crore over seven days, each authorised by a different employee at a different branch using a different method. You have ten clues, a grid, and 11 minutes. This CAT DILR case study walks through the exact 5-step attack on the page, with grid, deductions, and verdict.

TL;DR · The CAT DILR Case Study Method

Conditional-logic DILR sets are solved in a fixed sequence, not by intuition. Translate the narrative into a grid. Anchor absolutes. Chain conditionals. Eliminate and verify. Read the verdict. This Banking Fraud Heist walks through the full method on a CAT DILR example with solution. The transfer template turns one case study into a reusable 4-move attack for any conditional-logic set in CAT 2026.

The Case File: What You Are Given

Below is the setup exactly as it would appear in a CAT DILR section, dressed as a banking fraud. The skill tested is identical to any conditional-logic arrangement puzzle the IIMs have set between 2019 and 2024. Read the case file twice before moving on. Most solvers lose the set on the first read.

Case File Nova Bank Fraud Inquiry #2026-047
Confidential · 5 Suspects

Employees P, Q, R, S, T each authorised one fraudulent transaction at one of five branches (Mumbai, Pune, Delhi, Bengaluru, Kolkata) using a different method (Wire, Cash, ATM Override, Cheque, Online) and moving a different amount (₹25L, ₹40L, ₹55L, ₹70L, ₹1 cr).

P
Suspect P
Senior officer
Q
Suspect Q
Cashier
R
Suspect R
Digital team
S
Suspect S
Loan officer
T
Suspect T
ATM tech
The 10 Clues on Record
  • 1P is not posted at Mumbai or Pune.
  • 2The Wire transfer moved a larger amount than the Cheque.
  • 3Q used Cash and moved exactly ₹55 lakh.
  • 4The Delhi employee moved ₹1 crore.
  • 5R used the Online transfer method.
  • 6The ATM override happened at the Kolkata branch.
  • 7T moved ₹25 lakh.
  • 8S is posted at Bengaluru.
  • 9The Online transfer moved ₹40 lakh.
  • 10Q is not posted at Mumbai.

Why This Is a Classic CAT DILR Conditional-Logic Set

This set is the archetype CAT has rotated every year since 2019. Five people, five slots each across three attributes, and a mix of direct assignments (clues 3, 5, 7, 8) and conditional deductions (clues 1, 2, 4, 6, 9, 10). The conditional layer makes the set hard. You cannot fill the grid in order. You anchor absolutes first, then chain.

Conditional-logic sets reward a specific solving sequence and punish guesswork ruthlessly. A misread on clue 2 can cost 8 minutes. The 5-step attack below is a sequence, not a checklist. Deviating from the order turns a solvable set into a time sink, and time sinks are how most aspirants lose DILR sectionals.

Not sure which DILR archetypes your mock scores are weakest on? Run the CAT score predictor to see how your current DILR band stacks up against the 99+ percentile cut-off.

The 5-Step Attack That Solves This in 9 Minutes

Here is the exact method a 99+ percentile scorer runs on this set. Every step is deliberate and checked before the next. No leap, no intuition, no guess. The attack takes under 9 minutes if you hold the sequence and do not skip ahead.

Step 1 of 5: Translate the narrative into a grid

1
Build a 5×3 attribute grid on scratchpad

Rows are the five employees. Columns: Branch, Method, Amount. Every cell empty. No solving yet. The grid is scaffolding.

Takes 45 seconds. Aspirants who skip it hold the set in their head, which breaks by clue 6. Paper wins against working memory on a 10-clue set.

Step 2 of 5: Anchor the absolutes

2
Fill only cells where a clue gives a direct assignment

Clues 3, 5, 7, 8, 9 are direct. They need no deduction. Plug them straight into the grid before touching anything conditional.

Clue 3Q: Cash, ₹55L
Clue 5 + Clue 9R: Online, ₹40L
Clue 7T: ₹25L
Clue 8S: Bengaluru

Anchoring locks five cells in under 90 seconds. Every deduction now flows from these anchors.

Step 3 of 5: Chain the conditionals

3
Follow if-then dependencies between the anchored cells

Now the conditional clues collapse into certainties. Clue 6 plus method-to-branch mapping produces the first cascade.

Clue 6ATM Override = Kolkata
Q is Cash, R is Online, so Kolkata ∈ {P, S, T}
S is at Bengaluru (Clue 8), so Kolkata ∈ {P, T}
Clue 1 blocks P from Mumbai and Pune, leaving P ∈ {Delhi, Bengaluru, Kolkata}. S takes Bengaluru, so P ∈ {Delhi, Kolkata}
Clue 4Delhi = ₹1 cr. If P = Kolkata then Delhi must be Q, R, S or T. But S is Bengaluru, R moved ₹40L, Q moved ₹55L, T moved ₹25L. None equals ₹1 cr. Contradiction.
So P = Delhi, P moved ₹1 cr, and T = Kolkata with ATM Override.

Step 4 of 5: Eliminate and verify

4
Close the remaining cells by elimination

Four cells remain: P and S's methods, Q and R's branches. Three clues finish the set.

P and S must take the remaining methods: {Wire, Cheque}.
P moved ₹1 cr, S moved the only unused amount ₹70L.
Clue 2: Wire > Cheque. If S (₹70L) is Wire and P (₹1 cr) is Cheque, Wire < Cheque. Contradiction. So P = Wire, S = Cheque. Wire (₹1 cr) > Cheque (₹70L). ✓
Remaining branches for Q and R: Mumbai and Pune. Clue 10 blocks Q from Mumbai. So Q = Pune, R = Mumbai.

Step 5 of 5: Read the verdict

5
Confirm every clue holds under the final grid

Re-read all 10 clues against the solved grid. If any clue fails, you misread in Step 2 or 3 and have to re-anchor. This 45-second check catches near-misses that otherwise cost 4 raw marks on TITA questions.

The Full Solution

Here is the final grid, with the ring-leader and smallest fraud marked for the attribution questions CAT almost always asks at the tail of such a set. The 4 or 5 questions attached to a live CAT DILR set ask for exactly these cell values, which is why Step 5 verification matters more than solving speed.

Verdict Grid · Case File 2026-047 Closed
Employee Branch Method Amount
PDelhiWire Transfer₹1 cr
QPuneCash Withdrawal₹55 lakh
RMumbaiOnline Transfer₹40 lakh
SBengaluruCheque₹70 lakh
TKolkataATM Override₹25 lakh
Verdict
The largest fraud was authorised by P at Delhi via Wire Transfer, moving ₹1 crore. Smallest: T at Kolkata via ATM Override for ₹25 lakh. 10 clues, 5 deduction chains, roughly 9 minutes from grid-draw to verdict.

The 3 Decisions That Saved You 8 Minutes

The clues look like they line up cleanly, but they do not. Three judgement calls separated this 9-minute solve from a 17-minute rabbit hole. These are the decisions 99+ scorers make automatically and everyone else makes accidentally, which is why the same solvers who can solve the set calmly during review lose it under the section-day clock.

1
Listing every clue on paper before touching the grid
Clue 10 is a negation tucked at the end, easy to miss on a mental read. The solver who writes all 10 clues in Step 1 catches it. The one who skims in-place fills Q at Mumbai and rebuilds twice.
2
Anchoring direct assignments before conditionals
Solvers who jump to Clue 1 or 2 spend 3 minutes chasing branch possibilities. Anchoring clues 3, 5, 7, 8, 9 first collapses the search space by 60 percent before any deduction fires.
3
Testing the contradiction case fast
The P = Kolkata branch looks viable until Clue 4 forces a contradiction. Fast solvers check the narrower case first (Kolkata has two candidates) rather than the wider one (Delhi has four). Smaller search space cuts dead-end time in half.

Three Mistakes That Would Have Trapped You

Every conditional-logic set has near-misses that cost 6 to 10 raw marks if you fall in. This Banking Fraud Heist has three classic ones, the same three that show up in almost every CAT DILR constraint puzzle. Recognising them before you sit the next mock is the single cheapest score improvement available inside DILR preparation.

1
The Unread Negation
Clue 10 "Q is not at Mumbai" gets missed
Q ends up at Mumbai by default, R at Pune. Every answer tied to Q or R's branch is wrong. The error is invisible until verification, which is why solvers who skip Step 5 lose 4 raw marks here.
Fix: Mark every negation with a circle on the clue list. They pop visually on verification.
2
The Clue-2 Inversion
Wire > Cheque gets read as Wire < Cheque
A single-character misread inverts the relationship. The grid makes P = Cheque and S = Wire, subtly wrong but internally consistent. Downstream cells look clean until verification.
Fix: Re-read every inequality clue twice before using it. Write the direction of the inequality visibly on the scratchpad.
3
The Amount-Branch Leap
Assuming Delhi = ₹1 cr implies P = Delhi before chaining
Clue 4 says Delhi has ₹1 cr, not who. Solvers who leap to P = Delhi without testing P = Kolkata skip the contradiction test. Right answer by luck here. Next month's mock, the same habit costs them an entire set.
Fix: Do not assign a cell from a single clue unless the clue directly names both the row and the value. When in doubt, test both branches.

The Transfer Template: Attack Any Conditional-Logic Set in 4 Moves

The point of a CAT DILR case study is not to solve this set. It is to extract a template that ports to the next. Here is the reusable 4-move attack, distilled from the 5-step walkthrough. Carry it into every mock this week.

The 4-Move Conditional-Logic Attack
Move 1 · Translate
Narrative to grid
Draw rows for agents, columns for attributes. List every clue separately on the scratchpad, numbered, with negations circled.
Move 2 · Anchor
Direct assignments first
Fill only the cells a single clue fully determines. No conditional thinking yet. Lock these before anything chains.
Move 3 · Chain
Conditionals off anchors
Follow if-then dependencies out of the anchored cells. Test narrow branches first. Kill contradictions fast.
Move 4 · Verify
Every clue, every cell
Re-read all clues against the solved grid. 45 seconds. This is where misreads get caught before they cost marks.

Use this 4-move attack on three past-paper conditional-logic sets this week. Log which move broke down each time. If Move 1 is your weak link, you are rushing grid setup. If Move 3 is your weak link, you are leaping without chaining. The diagnostic loop turns a case-study read into a method upgrade, and the CAT mock analysis framework shows how to embed it into weekly review.

Pro tip · A conditional-logic set you solve in 9 minutes is worth more than two sets you rush in 7. Aim for conversion, not coverage. The companion blog on DILR set selection covers the 5-gate filter for deciding which set in the section deserves the full 9-minute treatment.

Where This CAT DILR Case Study Fits in Your Preparation

A single case study read is not enough to shift DILR percentile. It has to become a weekly habit. Aspirants who plateau below 92 percentile solve in bulk and review nothing. Aspirants who cross 98 percentile review three solved sets a week with this case-study lens and pattern-match faster every week.

The broader DILR mastery arc places this habit in the 6-month timeline, and CAT mock scores not improving covers the diagnostic loop when the shift does not show up in mocks. The CAT practice question bank is where you isolate conditional-logic sets for targeted weekly drill.

The Case Study Rulebook

Four Rules of the Conditional-Logic Attack

1
Paper before grid, grid before solving. Every clue on paper, numbered and marked, before any cell gets filled. Working memory is the enemy on 10-clue sets.
2
Anchors first, conditionals second. Direct assignments collapse the search space by more than half. Chain only after the anchors are locked.
3
Test the narrow branch first. Two candidates are faster to kill than four. Contradiction-testing on the smaller set halves your dead-end time.
4
Verify every clue before marking answers. A 45-second re-read catches almost every misread. Skipping verification is how right-method solves become wrong-answer submissions.

Most CAT aspirants do not have a DILR talent problem. They have a method problem, and a conditional-logic case study is the fastest way to upgrade method without adding solving volume. Three reviewed solves will shift your accuracy more than ten rushed attempts. Clarity first. Then effort.

Your Next Step

If you are 3+ months from CAT: solve three past-paper conditional-logic sets this week using the 4-move attack. Keep a one-line diagnostic after each: which move broke down.

If your DILR mock percentile is stuck below 85: the fix is method, not volume. Re-read this case study and try to solve the heist from the clue list without scrolling to the deductions.

If you are 8 weeks or less from CAT 2026: run one full case-study review every weekend alongside your mock. Build a DILR-first closing plan and map this method into your selection-first routine.

Turn Case Studies Into a DILR Habit

Most DILR plateaus break when case-study review becomes a weekly ritual. Get a personalised CAT 2026 plan that schedules your conditional-logic sets, runs a weekly method-level diagnostic, and maps each case study to the archetype you need next.

Train My DILR Attack Method
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Optima Learn Editorial Team
CAT preparation · DILR method research
Optima Learn builds clarity-led CAT preparation systems. The 4-move attack in this case study is drawn from repeated analysis of CAT 2019-2024 conditional-logic sets and post-solve interviews with 99+ percentile DILR scorers, who consistently described a fixed solving sequence rather than intuition as the source of their speed.

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Banking Fraud Heist: A CAT DILR Case Study (2026) | Optima Learn