Corvane Air: Operations Case Study with Answer
Why are a regional airline's overnight maintenance checks finishing late and delaying morning flights, and what is the cheapest way to fix it? A free medium operations case study with 6 questions, 4 exhibits and a model answer for every question. About 30 minutes. No login to read.
The live case is a different client with its own data, so you practice without knowing the answers. The client and every number on this page are made up for practice.
Airlines / Aircraft maintenance · Interviewer-led · McKinsey style
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The case
Our client, Corvane Air, is a regional airline flying 50 jets from a single hub in the US Mountain West. Its on-time departure rate fell from 87% in 2024 to 85% in 2026, and the operations team blames aircraft leaving the overnight maintenance hangar late. The COO wants to know why the hangar has slowed down and how to fix it within six months.
Corvane flies 76-seat regional jets on short business and leisure routes. Each aircraft flies about 6 legs a day, and the first wave of departures leaves the hub at 6:00 a.m. Schedules are tight: there is little slack during the day to recover a late start.
Every aircraft gets a scheduled overnight check about every 20 days in the hub hangar, which has 3 bays. Aircraft arrive by 10:30 p.m. and must be released by 5:30 a.m., a 7-hour window. In 2025 a company-wide cost program closed the hangar's night parts counter and cut one of three night inspectors. The COO believes the mechanics have become slower and wants to hire more; the head of maintenance says his team spends the night waiting, not working.
Interviewer's data, shared if asked
- Fleet, schedule and check program are unchanged since 2024: 50 aircraft, 6 legs per aircraft per day, one scheduled check every 20 days per aircraft, about 75 checks a month.
- Corvane estimates each delayed departure costs about $1,800 in crew overtime, rebooking and passenger care.
- The work content of a check (the task cards mechanics follow) has not changed since 2024.
- Mechanics are paid $55 per straight-time hour and 1.5 times that for overtime.
- Customer surveys show on-time performance is the top driver of repeat bookings on Corvane's business routes.
Question 1 · Structure
How would you structure your analysis of why overnight checks are finishing late and what to do about it?
Hint: A late release happens when turnaround is longer than the window, so break turnaround into its steps and separate hands-on work from waiting, then ask what changed since 2024.
Model answer
An aircraft leaves late when the check takes longer than the 7-hour window. So I would first size the problem (how much of the on-time drop comes from late releases and what it costs), then break turnaround time into its steps and split them into hands-on work and waiting.
Then I would explain each slow step with its drivers on the demand side (how many checks, how much work per check) and the capacity side (mechanics, inspectors, bays, parts supply), and finally compare fixes on cost per delay avoided.
- Impact: delayed departures by cause, delays per late release, cost per delay, overtime cost.
- Demand: checks per night versus bays, work content per check (task cards), aircraft arriving late into the hangar.
- Process: turnaround by step, hands-on (inspection, repairs) versus waiting (parts, inspector sign-off, tooling, paperwork).
- Resources: mechanics, inspectors, parts availability and what changed in the 2025 cost program.
- Fixes: shorten the process, add capacity, or protect the schedule (spare aircraft), compared on cost and delays avoided.
What the interviewer is looking for
- Good: a process view of the check, not a generic cost tree.
- Strong: separates hands-on time from waiting time, which is how you test the COO's 'mechanics are slower' view against the head of maintenance's 'we are waiting' view.
- Excellent: flags the 2025 cost program as a likely cause because it touched exactly the support functions a night check depends on.
Push-back: The COO says the mechanics have simply gotten slower. What one number would settle that quickly?
Question 2 · Exhibit
Here is Exhibit A, with late releases in Exhibit B. How much of the on-time drop is the hangar's fault, and what does it cost Corvane?
| Cause | 2024 (flights) | 2026 (flights) |
|---|---|---|
| Late release from overnight check | 18 | 180 |
| Other maintenance (defects found at the gate) | 240 | 250 |
| Weather | 380 | 385 |
| Air traffic control | 260 | 265 |
| Crew | 150 | 150 |
| Ground handling and other | 122 | 120 |
| Total delayed departures | 1170 | 1350 |
About 9,000 departures a month in both years. Knock-on delays later the same day are coded to the original cause.
| Metric | 2024 | 2026 |
|---|---|---|
| Scheduled overnight checks | 75.0 | 75.0 |
| Average turnaround (hours, tow-in to release) | 5.8 | 6.7 |
| Late releases (after 5:30 a.m.) | 3.0 | 30.0 |
| Mechanics on the night roster | 30.0 | 30.0 |
| Straight-time hours paid | 4500.0 | 4500.0 |
| Overtime hours paid | 300.0 | 900.0 |
| Hands-on task-card hours per check | 40.0 | 40.0 |
Straight time is paid at $55 per hour; overtime at 1.5 times ($82.50 per hour).
Interviewer's data, shared if asked
- A late release usually delays the aircraft's whole day of flights, because the schedule has almost no slack.
- Each delayed departure costs about $1,800.
Hint: Find the total increase in delayed flights, see which cause moved, then turn the extra delays into dollars a year.
Model answer
Corvane flies about 9,000 departures a month (50 aircraft x 6 legs x 30 days). Delays rose from 1,170 (13%) to 1,350 (15%), an increase of 180 a month. Late releases from overnight checks went from 18 to 180 delayed flights, +162, which is 90% of the increase. Every other cause is roughly flat.
Late releases rose from 3 to 30 a month, and each one delays about 6 flights, the aircraft's full day. At $1,800 per delay, the extra 162 delays cost about $292,000 a month, or about $3.5 million a year.
What the interviewer is looking for
- Good: computes the 180-flight increase and sees that late releases drive it.
- Strong: states that 90% of the drop is the hangar and puts a yearly cost of about $3.5 million on it.
- Excellent: links 3 to 30 late releases to the 6-flight knock-on, so one late check costs about $10,800 in delays.
Push-back: A 2-point drop in on-time sounds small. Why should the COO care?
Question 3 · Math
Using Exhibit B, what happened to hangar productivity and to labor cost per check between 2024 and 2026?
| Metric | 2024 | 2026 |
|---|---|---|
| Scheduled overnight checks | 75.0 | 75.0 |
| Average turnaround (hours, tow-in to release) | 5.8 | 6.7 |
| Late releases (after 5:30 a.m.) | 3.0 | 30.0 |
| Mechanics on the night roster | 30.0 | 30.0 |
| Straight-time hours paid | 4500.0 | 4500.0 |
| Overtime hours paid | 300.0 | 900.0 |
| Hands-on task-card hours per check | 40.0 | 40.0 |
Straight time is paid at $55 per hour; overtime at 1.5 times ($82.50 per hour).
Hint: Divide paid hours by checks, compare with the hands-on hours each check needs, then price straight time and overtime separately.
Model answer
Paid hours per check rose from 64 ((4,500 + 300) / 75) to 72 ((4,500 + 900) / 75), up 12.5%, while the hands-on work stayed at 40 hours. The hands-on share of paid time fell from 62.5% to about 56%: each check now carries 32 hours of paid time that is not task-card work, up from 24.
Labor cost per check rose from $3,630 to $4,290, up about 18%, because every extra hour is overtime at $82.50. Across 75 checks a month that is about $49,500 a month, or $594,000 a year.
| Metric | 2024 | 2026 |
|---|---|---|
| Paid hours per check | 64 | 72 |
| Hands-on share of paid hours | 62.5% | 55.6% |
| Paid hours not hands-on, per check | 24 | 32 |
| Labor cost per check ($) | 3630 | 4290 |
What the interviewer is looking for
- Good: gets 64 and 72 paid hours per check and the cost per check for both years.
- Strong: compares paid hours with the flat 40 hands-on hours and concludes the extra time is paid waiting, not slower work.
- Excellent: notes that the cost rise per check (18%) is bigger than the hours rise (12.5%) because every extra hour is paid at overtime rates.
Push-back: Overtime tripled. Doesn't that prove the hangar needs more mechanics?
Question 4 · Exhibit
Exhibit C breaks an average check into steps. Where did the extra time come from, and why?
| Step | 2024 (hours) | 2026 (hours) |
|---|---|---|
| Tow in and set up | 0.4 | 0.4 |
| Inspection (task cards) | 1.8 | 1.8 |
| Waiting for parts | 0.5 | 1.2 |
| Repairs and servicing | 2.2 | 2.2 |
| Waiting for inspector sign-off | 0.4 | 0.6 |
| Paperwork and release | 0.5 | 0.5 |
| Total turnaround | 5.8 | 6.7 |
Average elapsed hours per check. The release window is 7.0 hours (10:30 p.m. to 5:30 a.m.).
Interviewer's data, shared if asked
- In March 2025 the night parts counter in the hangar closed to save $180,000 a year. Parts now come from the central store 1.5 miles away; mechanics order by phone once the inspection finds a need, and a van brings them.
- Also in 2025, night inspectors who must sign off each repair were cut from 3 to 2, saving $120,000 a year.
- The number of repairs found per check is the same as in 2024.
Hint: Compare the hands-on steps with the waiting steps, then compare the remaining slack against the 7-hour window.
Model answer
Turnaround rose 0.9 hours, from 5.8 to 6.7. Every hands-on step is unchanged. Waiting for parts added 0.7 hours (78% of the increase) and waiting for inspector sign-off added 0.2 hours (22%). The mechanics are not slower; they are waiting.
Both waits trace to the 2025 cost program: closing the night parts counter and cutting one night inspector saved $300,000 a year. In return, the buffer inside the 7-hour window shrank from 1.2 hours to 0.3 hours, so any check with a long parts wait now runs past 5:30 a.m. The slower checks cost about $4.1 million a year ($3.5 million of delays plus $0.6 million of overtime), almost 14 times what the cuts saved.
What the interviewer is looking for
- Good: spots that the two waiting steps explain all of the 0.9-hour increase.
- Strong: ties the waits to the parts counter closure and the inspector cut, and uses the shrinking buffer to explain why late releases jumped tenfold on a modest average change.
- Excellent: weighs the $300,000 saving against the roughly $4.1 million it now costs, and says averages hide the tail: the late checks are the ones with long parts waits.
Push-back: The average check still fits inside the 7-hour window. How can 40% of checks be late?
Question 5 · Judgment
The COO has the four options in Exhibit D on the table. Which would you recommend, and what is it worth?
| Option | One-time cost ($K) | Annual cost ($K) | Turnaround hours saved per check |
|---|---|---|---|
| 1. Night parts counter with pre-kitted parts | 60 | 200 | 0.6 |
| 2. Restore the third night inspector | 0 | 120 | 0.2 |
| 3. Hire 4 more night mechanics | 30 | 396 | 0.1 |
| 4. Lease a spare aircraft at the hub | 0 | 2400 | 0.0 |
Maintenance team estimates. Savings from options 1 and 2 can be added. A spare aircraft covers a late aircraft's flights but does not shorten checks.
Interviewer's data, shared if asked
- Maintenance planners estimate that if average turnaround is 6.0 hours or less, late releases fall back to about 5% of checks.
- Assume overtime falls back to the 2024 level once turnaround is back near 2024 levels.
Hint: Check which options get turnaround under 6.0 hours, then compare the delay and overtime savings with each option's annual cost.
Model answer
Do options 1 and 2 together. They cut turnaround from 6.7 to 5.9 hours, under the 6.0-hour threshold, so late releases fall from 30 to about 4 a month (5% of 75). That avoids about 156 delayed flights a month, worth about $3.4 million a year, plus about $0.6 million of overtime. Against $320,000 a year in running cost, the net gain is about $3.6 million a year, and the $60,000 one-time cost pays back within days.
Option 3 (4 more mechanics, $396,000 a year) only saves 0.1 hours, leaving turnaround at 6.6, because more hands do not shorten a wait for parts or a signature. Option 4 (a spare aircraft) protects the schedule but does not shorten checks or cut overtime; even if it absorbed all 180 late-release delays it would be worth about $3.9 million, and it costs $2.4 million a year, 7.5 times options 1 and 2.
What the interviewer is looking for
- Good: picks options 1 and 2 because they target the two waits found in Exhibit C.
- Strong: shows the combined turnaround clears the 6.0-hour threshold and quantifies the net gain of about $3.6 million a year.
- Excellent: explains why hiring treats the wrong constraint and why the spare aircraft treats the symptom at 7.5 times the cost, and names the main risk of pre-kitting (forecasting the wrong parts).
Push-back: Pre-kitting depends on guessing which parts a check will need. What if the guess is wrong a third of the time?
Question 6 · Synthesis
The COO is walking into the board meeting. Give me your recommendation in 60 seconds.
Hint: Answer first, then the cause with two or three numbers, then the value, the risk and the next steps.
Model answer
Fix the waiting, not the workforce: reopen a night parts counter with pre-kitted parts and restore the third night inspector, for $320,000 a year plus $60,000 one-time. Checks slowed from 5.8 to 6.7 hours because of the 2025 cost cuts, late releases went from 3 to 30 a month, and they caused 90% of the on-time drop at a cost of about $3.5 million a year in delays plus $0.6 million in overtime.
The two moves bring checks back to about 5.9 hours and are worth a net $3.6 million a year. The main risk is pre-kitting the wrong parts, so we should pilot it on one bay for four weeks and track wait time by step every night before rolling it out.
What the interviewer is looking for
- Good: gives a clear recommendation and the root cause.
- Strong: quantifies the cause (0.9 hours, 3 to 30 late releases) and the value (about $3.6 million net a year).
- Excellent: rejects the hiring idea with a reason, proposes a pilot, and names what would change the recommendation.
Model recommendation
Show the recommendation
Fix the waiting, not the workforce: reopen a night parts counter with pre-kitted parts and restore the third night inspector, for $320,000 a year plus $60,000 one-time.
Checks slowed from 5.8 to 6.7 hours because the 2025 cost cuts added 0.7 hours of parts waiting and 0.2 hours of sign-off waiting, while hands-on work stayed flat. Late releases rose from 3 to 30 a month and caused 90% of the on-time drop, costing about $3.5 million a year in delays and $0.6 million in overtime.
The two moves bring checks back to about 5.9 hours, avoid about 156 delayed flights a month and are worth a net $3.6 million a year. Hiring mechanics does not remove the waits, and a spare aircraft costs 7.5 times as much without shortening checks.
Next steps: pilot pre-kitting on one bay for four weeks, track wait time by step every night, and hold a 4:00 a.m. escalation call for any check at risk of missing 5:30 a.m.
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Written by Road to Offer. Updated November 6, 2026. Every client and number in this case is made up for practice.
