Crew manpower planning you do in conversation with agents: pilots trained and seated as each aircraft arrives, never months early
Pilots trained and seated as each aircraft arrives, never months early.
See one case, screen by screen ↓Crew manpower planning, also called crew resource planning or crew workforce planning, is how an airline works out how many pilots it needs by fleet, seat and month, and which pilots move, train, upgrade or are hired to meet the fleet plan. In Crew Manpower Planning the crew planner works with seven agents in plain words: they build the chain of seat moves each aircraft delivery sets off, cite the bid, contract passage or regulation behind every move, and re-plan only what changes when she asks “what if delivery 6 slips?”. Nothing changes until she keeps it, and the Director of Crew Planning approves the plan with a reason code and an e-signature.
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Crew manpower planning starts with one new aircraft and ends with a new-hire class. Senior pilots bid the new widebody seats, the seats they leave are bid by seniority in turn, and so on down to first-officer seats only new hires fill. Every move is a training event — a type rating, a cross-crew course, a transition, a captain upgrade — on a scarce simulator, followed by operating experience and consolidation under 14 CFR 121.434. Crew resource planners build that pilot manpower plan by hand, in spreadsheets, against the pilot agreement’s seniority, seat-lock and bypass rules, the 1,000 hours of Part 121 second-in-command time (or qualifying pilot-in-command time) a first officer needs before serving as captain under 14 CFR 121.436(a)(3), and age-65 retirements.
Then a supplier notice says a delivery may slip, and the plan has to be rebuilt link by link. Re-planning takes days, so pilots already trained for an aircraft that is not flying yet sit on payroll, a simulator month is overbooked while the next is idle, and new-hire classes are sized for the old dates. Crew is one of an airline’s largest costs: one US carrier’s 2024 annual report named pilots trained for aircraft whose deliveries were delayed as a driver of a 14.6% rise in salaries and benefits.
Estimated split for re-planning one delivery change in a widebody pilot manpower plan, by hand and with the solution.
Seven agents read the fleet, award by seniority, build the chain of moves and check it; the planner decides and the director signs.
Corvane Airways takes six A350-900s at JFK between April 14 and June 23, 2027. The 2027 Pilot Manpower Plan, version 7, must be approved by Friday, October 30, so vacancy bid 27-02 can open on Monday, November 2. Here is how the crew resource planner works with the planning agents — asking, reading their evidence and deciding — screen by screen in the working solution.
Overnight, finishing at 03:46, the planning agents read fleet plan revision 12 and yesterday’s supplier notice, awarded bid 27-02 by seniority and built the chain of moves: six A350s set off 186 training events and 74 first-officer hires by Feb 8. The plan checker re-tested every link with 0 failures. What needs a person: delivery 6 may slip to Sep 22, April’s A350 simulators are at 312 of 288 sessions, and Capt. Harold Benning’s award.
Fleet plan reader: “A supplier notice says delivery 6, N355CV, may slip from Jun 23 to Sep 22. Deliveries 1–5 are not affected. I have not changed the plan.”
The chain is the pilot training cascade six deliveries set off. The 96 A350 seats — 48 captains, 48 first officers — are filled by 36 A330 pilots on an 18-day cross-crew course and 60 777 pilots on a 38-day type rating. Sixty A321neo pilots take a 42-day transition to backfill the 777, 30 A321neo first officers upgrade to captain, and 74 new hires fill the bottom: 60 for the chain, 14 for attrition. The A330 seats close because the A330-200s retire. Every course ends at least 21 days before its aircraft arrives.
Vacancy chain builder: “Change any assumption here — a date, a factor, a fleet — and I will rebuild only what depends on it.”
Elena clicks 777 → A350 captains: 30 pilots on the A350 type rating, Feb 14 to Jun 2, ready 21 days before each delivery, at an estimated $58,000 a pilot. The list runs in seniority order — Capt. Emily Carrow at 135, Capt. Laura Kincaid at 152 — and the keeper cites Section 22.B of the pilot agreement, the vacancy bid awards rule, for the list.
“Each trains for the delivery seat they bid, the earliest seats to the most senior. Three senior captains are inside a seat lock and are not in this list.”
Bid 27-02 closed Monday, October 12 with 1,214 bids from 806 pilots for 186 positions. Above the draft awards the seniority and contract keeper says what it did: every position awarded in seniority order under Section 22.B, one award waiting for Marcus Bell, F/O Kyle Brandt starting Jan 6, and 3 seat-locked captains and 112 fenced pilots left out, each cited on Exceptions. Elena does not build filters; she types “delivery 3 captains” or “open decisions” and the keeper says how it read her before the list narrows. When she asks it to get delivery 1’s pilots ready to notify, it selects them and leaves the sending to her.
Seniority and contract keeper: “No pilot is told anything until you notify them.”
F/O Kyle Brandt has 912 hours of Part 121 second-in-command time and reaches 1,000 around Dec 18, so he is awarded the delivery 4 upgrade course, Jan 6 – Feb 6, instead of delivery 1’s. F/O Mia Sorensen has 744 hours, so under 14 CFR 121.436(a)(3) she is not eligible before the last upgrade course; the next senior bidder is awarded. Three 777 captains awarded in January 2026 are inside the 24-month seat lock of §22.D.2, and 112 Lakeshore Air pilots are fenced from the bid until the integrated seniority list (Transition Agreement §4). One case is a decision.
Capt. Harold Benning, seniority 214, bid the A350 captain seat for delivery 3. He turns 65 on Jul 3, 2027: after the cross-crew course he would fly the A350 from its entry into service on May 22 to Jul 2, about six weeks of line flying. The options are side by side — award in seniority order (est. $21,000 course and one more event in July) or bypass under §22.F, awarding Capt. Grant Ashford, seniority 236, and paying Capt. Benning at the A350 rate (est. $21,600 pay protection). Marcus decides with a reason code and e-signature.
Seniority and contract keeper: “I do not decide bypasses.”
Simulator capacity planning is part of the plan. Two A350 full-flight simulators at six four-hour sessions a day, 24 training days a month, give 288 sessions. April needs 312 for deliveries 3–6. The scheduler will not book over capacity and prepares two options that both keep every pilot ready 21 days before delivery: move 6 cross-crew pilots to March, which has room at 236 of 288, at no cost — or buy 24 partner sessions at $1,150 each, an estimated $27,600 plus travel. Capt. Dana Whitfield chooses.
Classes of 12, 16, 22 and 24 on Nov 9, Dec 7, Jan 11 and Feb 8 make 74 hires: 60 backfill the chain and 14 cover attrition. The pipeline shows 1,240 applications, 412 screened, 236 interviewed, 118 conditional offers and 92 Pilot Records Database checks. Offers for the Dec 7 class are due Oct 23, 45 days before class. On the Candidates tab, Renee asks the hiring planner who is still waiting for consent: 53 conditional offers for the Dec 7, Jan 11 and Feb 8 classes, and it reads no record until consent is on file.
Hiring planner: “I never send an offer: Renee Castillo does.”
Elena types the question beside the chain. The chain builder first says how it reads it — move delivery 6 (N355CV) from Jun 23 to Sep 22, the date in yesterday’s supplier notice, and rebuild only what depends on it. Then each agent takes its part in view: the fleet plan reader matches the notice, the requirement modeler re-counts A350 seats, the chain builder moves delivery 6’s events, the training scheduler re-books April, the hiring planner re-sizes February and the plan checker re-tests all 186 links.
Only delivery 6 changes. Its 31 training events move about 13 weeks later, February first-officer hires fall from 74 to 64 with 10 in a new May 10 class, and the April simulator overload disappears at 262 of 288. Without the re-plan, 31 pilots would be trained for an aircraft not yet flying: 93 pilot-months, an estimated $1.7M. A banner keeps it clear that this is the re-plan, not the plan, until Elena keeps it.
“You are looking at the re-plan, not the plan. Nothing changes until you keep it.”
The approval pack carries the re-plan and the plan checker’s report: 186 links re-tested, every award in seniority order with 3 seat locks and 112 fenced pilots excluded, 30 of 30 upgrades eligible under 121.436. Beside the pack, anyone can ask the plan checker about a line — “What does a late A350 do to the February class?”, “What did you re-test?” — and it answers from the passage the line comes from, without editing the plan. Elena cannot approve her own plan. Training confirms capacity, then Marcus Bell approves with reason code A2, “Approve with the re-plan”, and his e-signature. Publishing re-tests every link before posting awards to the bid system, classes to recruiting and courses to the training calendar.
Marcus Bell: “When you send v7, show me the bypass cases and what a late A350 does to the February class.”
The same six A350 deliveries, seen by the four people who carry crew manpower planning — what their month looked like, and what it looks like now.
Seven agents read the fleet, award by seniority, build the chain of moves and check it; the planner decides and the director signs.
Reads the fleet plan and supplier delivery notices, matches each notice to its delivery by MSN, and flags slips and retirements.
Turns aircraft by month into pilot seats by fleet, seat and base from the crew ratio and the vacation, training and reserve factors, and flags every month where planned is below required.
Reads the vacancy bids and seniority list and awards by seniority under Section 22, applying seat locks, bypass rules, 121.436 upgrade hours, age 65 and the merger fence.
Follows each new seat to the seat its pilot leaves until a new hire fills it, timing every move so the pilot is ready 21 days before the aircraft, and rebuilds only what depends on a changed assumption.
Turns each move into courses, operating experience and consolidation against simulators, instructors and check airmen; when a month is over capacity it prepares options for the Director of Flight Training.
Sizes and dates first-officer classes from the chain and attrition, and tracks the recruiting pipeline and Pilot Records Database checks.
Independently re-tests every link of every plan and re-plan — ready before delivery, seniority, seat locks, eligibility, capacity, cost — and reports failures and open decisions before approval.
Re-plans and submits; training confirms; the director approves and signs. The agents propose; a named person decides.
Ask about any delivery, pilot, course or class in plain words. Every answer cites its source, and nothing changes in the plan until a person keeps it.
What if A350 delivery 6 slips to September?
The chain builder can re-plan only delivery 6’s links: 31 training events move about 13 weeks, February hires fall from 74 to 64 and April’s simulators come inside capacity.
Who decides Capt. Benning’s A350 award, and what does a bypass cost?
Marcus Bell decides. Capt. Benning turns 65 on Jul 3, 2027, so he would fly the A350 for about six weeks; Section 22.F allows a bypass with pay protection, an estimated $21,600.
Why is February short of A321neo first officers?
The A321neo fleet is 6 first officers short in February, before the January class reaches the line; it is inside the 12% reserve, so no flying is canceled.
How much early training does plan v7 avoid?
Plan v7 trains pilots 38 pilot-months early against 214 for last year’s method on the same deliveries: an estimated $3.2M avoided at $18,400 a pilot-month.
13 screens from the working solution, on its sample data. Pick one to see it large.
The assumptions and rules the agents apply are settings. Only the Director of Crew Planning or the administrator may change an assumption, with a reason code and an e-signature, and a change marks the chain for re-check.
| Setting | Default | Choose from |
|---|---|---|
| A350 pilots per aircraft | 16 | Set per fleet; transatlantic, two-pilot crews |
| Vacation factor | 8.5% of required pilots | Any percentage, up to 20 |
| Training factor | 4% for recurrent and checks | Any percentage, up to 15 |
| Reserve factor | 12% on every fleet | Any percentage, up to 30 |
| Early-training tolerance | 30 days beyond 21 days before delivery | Days; a course moved earlier must stay inside it |
| Cost of a pilot-month trained early | $18,400 | Estimate, set with Finance |
| A350 simulator sessions a month | 288 on two devices | Per device type, from the training center |
| Contract and rules applied | §22.B, §22.D.2, §22.F, Transition Agreement §4, 14 CFR 121.436(a)(3), 121.434, 121.383(d), Part 111 | Changed only when Labor Relations and the Director of Crew Planning approve |
Every figure is labelled: a target the solution is built to, an estimate, a typical published result, or a proven one.
“demo” = seen in the working solution, on its sample airline data · “target” = the design goal, measured in the live solution · “estimated” = our estimate (the split of a re-plan’s days; $1.7M = 93 pilot-months × $18,400 and $3.2M = 176 pilot-months × $18,400, the solution’s cost assumption) · “typical” = published figures (a US carrier’s 2024 annual report: salaries and benefits up 14.6%, driven in part by pilots trained for aircraft whose deliveries were delayed; crew salaries, wages and benefits of $16.0B in $51.6B of operating expense at a large US network carrier, 2024 10-K). Regulations named: 14 CFR 121.434, 121.436(a)(3), 121.383(d) and Part 111 (Pilot Records Database). Corvane Airways, Lakeshore Air and the people named on this page are fictional — characters and sample data in the working solution.
Crew manpower planning, also called crew resource planning or crew workforce planning, is how an airline works out how many pilots it needs by fleet, seat and month, and which pilots move, train, upgrade or are hired to meet the fleet plan. In Crew Manpower Planning the crew planner works with seven agents in plain words: they build the chain of seat moves each aircraft delivery sets off, cite the bid, contract passage or regulation behind every move, and re-plan only what changes when she asks “what if delivery 6 slips?”. Nothing changes until she keeps it, and the Director of Crew Planning approves the plan with a reason code and an e-signature.
It depends on the fleet, the flying and your own factors. In the working solution each A350 needs 16 pilots — 8 captains and 8 first officers — at transatlantic utilization with two-pilot crews, with vacation 8.5%, training 4% and reserve 12% already inside the 16. Each of those is a setting in the pilot staffing model, which the crew requirement modeler applies month by month.
By following the vacancy chain: senior crews bid the new seats, the seats they leave are bid by seniority, first officers upgrade, and new hires fill the bottom. In the working solution six A350s set off 186 training events — 36 cross-crew, 60 type ratings, 60 transitions to the 777 and 30 upgrades — and 74 first-officer hires in four classes, each course timed to end at least 21 days before its aircraft arrives, not months early. The pilot upgrade forecast and the hiring classes come from the same chain.
The fleet plan reader reads the supplier notice and flags the slip without changing the plan. When the planner asks, the agents rebuild only what depends on that delivery, show the difference and wait: in the working solution a three-month slip moves 31 events, cuts February hires from 74 to 64 and takes April’s simulators back inside capacity. Nothing changes until the planner keeps it.
Yes. The seniority and contract keeper awards every position to the most senior qualified bidder and cites the section for every exclusion — seat locks, merger fences, age 65 under 121.383(d) and the 1,000 hours of Part 121 second-in-command time it checks before a captain upgrade under 121.436(a)(3). A bypass is never decided by an agent; it goes to the Director of Crew Planning with options and cost.
The training scheduler books every course, operating experience and consolidation against each device’s sessions, instructors and check airmen, and never books over capacity. When a month is over, it prepares options with their cost — in the working solution, moving six cross-crew pilots to March or buying 24 partner sessions — and the Director of Flight Training chooses.
Yes. The agents build, explain and check; people decide. The planner keeps or discards every re-plan and cannot approve her own plan, training confirms capacity, recruiting confirms classes and sends every offer, and the director approves with a reason code and an electronic signature. Nothing reaches the bid system, recruiting or the training calendar until the plan is approved.
The Agentic Solution Engine builds and deploys it from your requirements and documents — your fleet plan, pilot agreement, seniority list and crew requirement model — and it goes live once every quality gate has passed. We will walk you through it on your own fleet plan first.
Every broken pairing re-crewed legally before it costs a flight, crew told in 20 minutes.
1-min demoFlight and Duty Time ComplianceNot one illegal duty day published, and every limit shown with the rule that sets it.
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1-min demoWe’ll run Crew Manpower Planning on your own fleet plan, seniority list and a past delivery slip.