Crew qualification management that keeps every pilot and flight attendant legal to fly, with every record one click from its document
Every crew member legal to fly, every record one click from its source document.
See one case, screen by screen ↓Crew qualification management is how an airline keeps every pilot's and flight attendant's licenses, medicals, recency, checks, training, passports, visas and manual sign-offs current and provable. Crew Qualification Management is a crew e-repository that gives each crew member one readiness passport — every required item with its document, expiry and rule — and adds eight agents that read the documents, forecast lapses 60 days out, book the fix and block an illegal assignment, while a crew records officer approves and signs.
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Crew qualification management starts from one rule: a Part 121 airline may not use a pilot or flight attendant unless every qualification is current on the day: certificate, first-class medical, 90-day landing recency, proficiency and line checks, recurrent and emergency training, aircraft-type qualification, the passport and crew visa for the route, and the current manuals signed. The records live in scans, a training system, HR, crew scheduling and email, and a crew records team re-types expiry dates by hand.
A mistyped date is invisible until an inspector or the gate finds it. Recency closes quietly — a long-haul relief pilot can fly all month and never land — and a crew visa that expires mid-trip is easy to miss on a roster built weeks ahead. When the FAA asks for training and qualification records under 14 CFR 121.683, or an acquired airline's records have to move onto one certificate, the office spends days pulling PDFs.
Estimated split for one crew records officer at a large network airline, by hand and with the solution.
Eight agents read, verify and forecast every crew record and book the fix; a crew records officer approves and signs.
Sunday, October 25, 07:40 at JFK. Corvane Airways flight CV 118 to London Heathrow leaves Tuesday at 18:40 on a 787-9 with an augmented crew of 13. Here is how crew qualification management works with the agents, screen by screen, in the working solution.
Dana's Today screen says the agents read 1,906 new documents overnight, accepted 1,862 on their own, checked 19,412 crew assignments on the next 72 hours of flying and forecast 1,284 lapses in 60 days. 17,208 of 17,280 pilots and flight attendants are ready to fly. At the top of Needs you: First Officer Marisol Alvarez is not legal for CV 118 on Tuesday.
Expiry forecaster: “Overnight I projected every item 60 days out: 1,284 lapses for 1,102 crew. 1,196 already have a fix booked; 88 need a person.”
Crew upload in the crew app; medicals arrive from the AME portal, sim records from the training system and vendors' email. The document reader classifies each one and extracts its fields, and the verifier checks the issuing format, passport MRZ check digits, name and birth date against HR and certificate numbers against the FAA registry. A record is accepted on its own only at 95% confidence or more with every check passed; the rest come to Dana, lowest confidence first.
Document reader: “The lowest is Sofia Rossi's passport at 89% — glare over the date, so I used the MRZ.”
Capt. Victor Hale uploaded a medical certificate the reader extracted at 97%. It is genuine and his name and birth date match HR, but it is second class. The verifier recommends rejecting it: a pilot in command under Part 121 needs a first-class medical, and his current one expires October 31. His Friday trip to Frankfurt is still legal; trips from November 1 are not.
The verifier never accepts a document that fails a rule, and cites the rule for every recommendation.
Marisol Alvarez's readiness passport lists 18 required items in groups — licenses and medical, travel documents, recency and checks, training, manuals read and signed, records reported — each with its expiry, the rule it satisfies and its status. A three-week timeline shows the trip. Her 90-day landings in the 787 drop to 2 of 3 on October 27, and her first-class medical expires October 31.
Expiry forecaster: “the 28 Jul landing leaves the 90-day window after 26 Oct, and her two October trips were relief legs with no landing.”
Clicking the medical opens the FAA Form 8500-9 layout beside its record: examined April 14, 2026 by Dr. Helen Marsh, received from the AME portal and accepted by the verifier at 98%. Born in 1982, she was 44 at the exam, so under 14 CFR 61.23(d) the first-class certificate runs six months, to the end of October. From here Dana can ask about the item or request a new document.
The fix planner held an AME exam on Monday at 08:30 at Kew Gardens Aviation Medical, a simulator recency session Monday 13:00–15:00 in 787 FFS no. 2 (Level D) at the JFK Training Center with check pilot Capt. Ruth Adair, and reserve FO Jonah Okafor as standby for CV 118 until the session is signed. Dana asks the agents why a simulator and not a line landing.
Fix planner: “14 CFR 121.439(b) lets recency be re-established in a Level B or higher simulator under a check pilot, with one takeoff on a simulated engine failure.”
Dana approves the plan with reason code F1 — fix as proposed — and her electronic signature. The fix planner confirms the three holds and tells Marisol, the AME and the training center; crew scheduling keeps her on CV 118. Her passport now reads legal for Tuesday once the sim session is signed.
“I approve this plan as Dana Whitlock, Crew Records Officer — electronic signature.”
On CV 87 to Shanghai, FA Lena Park's China crew visa expires October 28; the flight lands on the 28th and returns on the 29th. The roster guard blocked the assignment and proposed reserve FA Simone Hart, checked against her passport and duty limits, with a China crew visa to March 2028. Only crew scheduling accepts a replacement — or asks the Chief Pilot to review.
Roster guard: “The assignment would break the country rule, so I blocked it. There is no override.”
Flight Attendant Manual Rev 42 takes effect Friday, October 30, and 10,793 of 11,860 flight attendants have read it and signed in the crew app — 91.0%. FA Aaron Mitchell on CV 118 has not; a reminder went at 07:10, and it does not block Tuesday. After the effective date, an unsigned manual blocks duty.
The FAA principal operations inspector asked for training and qualification records for 25 pilots on the 787 fleet: certificate, medicals, proficiency checks, 90-day recency, recurrent and emergency training and Pilot Records Database receipts. The builder collects 400 records over 1,128 pages, links each to its document and rule, and redacts what was not asked for. A checker re-verifies every line and agrees on 399; its one flag shows where the missing signature page is. Gavin Pryor signs before the inspector gets read-only access.
The inspection pack builder never shares; a manager signs.
The same crew records, seen by the five people who answer for them — what their week looked like, and what it looks like now.
Eight agents read, verify and forecast every crew record and book the fix; a crew records officer approves and signs.
Classifies every uploaded document — medical, passport, visa, training record, check form, airport ID, legacy record — and extracts every field with its confidence and its place on the page, including the passport MRZ. Sets aside duplicates and documents that are not crew documents.
Checks each extracted record against its issuing format and MRZ check digits, the name and birth date in HR, the FAA airmen registry and the AME list, and the requirement and rule it must satisfy; recommends approve or reject.
Ties every requirement on a readiness passport to its record in the training system, crew scheduling (landings and pairings), HR and the FAA Pilot Records Database.
Projects every one of the 239,880 required items 60 days out, including 90-day landing recency projected from the roster — so a relief pilot who will not land is seen before the window closes.
Proposes and holds the fix — an AME exam, a simulator session with a check pilot, a recurrent class seat, a visa appointment and a standby crew member — for a person to approve.
Checks every crew assignment in the next 72 hours against the readiness passport and blocks one that would break a rule, with a legal replacement already checked.
Assembles a regulator's records request with every record linked to its document and rule, by pilot and by rule, and redacts what was not asked for; a checker agent re-verifies every line on its own.
Maps an acquired airline's legacy records and codes to the airline's own requirements, batch by batch, and holds back anything it cannot prove — Larkspur Air batch 4: 164 crew, 5,512 documents, 6 exceptions held.
Approves records and plans; a manager signs regulator packs. The agents propose; a named person decides.
Ask about any crew member, flight, document or rule — or tell the agents what to do. Every answer points to the record and the rule behind it.
Who on Tuesday's CV 118 to LHR is not ready?
Of the 13 crew on CV 118 JFK–LHR, Tue 27 Oct 18:40, 11 are ready and 1 is not: FO Marisol Alvarez — her 90-day landings drop to 2 of 3 that day under 14 CFR 121.439, and her first-class medical expires 31 Oct. The fix planner has held an AME exam and a sim session for Monday, with a standby pilot. FA Aaron Mitchell has not signed Flight Attendant Manual Rev 42; it takes effect Fri 30 Oct, so it does not block Tuesday.
Which captains' medicals lapse this month?
3 captains have a first-class medical that lapses by 31 Oct: Capt. Victor Hale — he uploaded a second-class certificate, which a captain can't use; Capt. Ana Torres — renewed on 21 Oct, waiting for your approval; and Capt. Samuel Ortiz — renewed with his color-vision SODA, waiting for your approval.
What lapses in the next 60 days with no fix yet?
88 items of 1,284 need a person: 31 AME slots outside a crew base, 29 crew on leave who need training before their first trip, 22 visa appointments waiting for a new passport, and 6 others — including Capt. Victor Hale, who uploaded a second-class medical.
What did you set aside overnight?
30 documents of 1,906: 21 duplicates matched by content, 6 that are not crew documents (boarding passes, receipts, an out-of-office reply) and 3 older copies of documents already replaced. They are kept for 90 days, then removed; you can restore any of them.
13 screens from the working solution, on its sample data. Pick one to see it large.
The requirements each position needs, how sure the agents must be and who approves are settings, changed with a second approver and kept on the audit trail.
| Setting | Default | Choose from |
|---|---|---|
| Accept a record on its own at | 95% confidence | Step up or down, one point at a time; below it, or if any check fails, a person approves |
| Forecast horizon | 60 days | 30 days · 60 days · 90 days |
| Remind crew before an item lapses | 60, 30, 14 and 7 days | 60, 30, 14 and 7 days · 30, 14 and 7 days · 14 and 7 days |
| Hold a fix for | 48 hours | Until 18:00 the same day · 48 hours |
| Book fixes on their own | Computer-based courses only | On · Off — everything else is held for a person |
| Override a hard block | Not available | Off by design — a crew scheduler can ask the Chief Pilot to review |
| Unsigned manual after the effective date | Block duty | On · Off |
| First-class medical for first officers | Required (company policy FOM 2.3) | Each requirement by position: rule, validity, grace, documents that prove it, hard block or warning |
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 crew data · “target” = the design goal, measured in the live solution · “estimated” = our estimate · “typical” = published figures (FAA proposed civil penalty, 2010 — $4,855,000 for 232 flights with pilots not trained to the approved program; Flight Safety Foundation, Aviation Safety World, January 2007 — improperly organized and inconsistent pilot training records in 6 of 20 audits). Rules named: 14 CFR 61.23, 121.439, 121.441, 121.683, Part 111; AC 120-78B. People, airlines, flights and documents named on this page are fictional — characters and sample data in the working solution.
Crew qualification management is how an airline keeps every pilot's and flight attendant's licenses, medicals, recency, checks, training, passports, visas and manual sign-offs current and provable. Crew Qualification Management is a crew e-repository that gives each crew member one readiness passport — every required item with its document, expiry and rule — and adds eight agents that read the documents, forecast lapses 60 days out, book the fix and block an illegal assignment, while a crew records officer approves and signs.
The document reader extracts every field from the certificate itself — the FAA Form 8500-9 layout for a medical — and the verifier checks it against HR, the FAA registry and the rule. The expiry is worked out from the rule, not typed: a first-class medical examined at 40 or over runs six months to the end of the month under 14 CFR 61.23(d). The expiry forecaster projects every item 60 days out.
The records reconciler syncs landings from the flight logs, and the expiry forecaster projects landing recency (currency) from the roster, so it knows which landing falls out of the 90-day window on which day and whether the next trips will give a landing. In the working solution it flagged a 787 first officer whose October trips were relief legs with no landing, and the fix planner held a simulator recency session with a check pilot.
It is the record of qualification and the proof of readiness: every crew member's documents and records in one repository, each linked to the rule it satisfies. It books a fix — a sim slot, an AME exam, a visa appointment, a class seat — through the systems that own them; it does not deliver or schedule the training itself.
Yes. The inspection pack builder collects every requested record with its source document and rule, redacts what the inspector did not ask for, and a checker agent re-verifies every line before a manager signs. In the working solution an FAA request for 25 pilots on the 787 fleet came to 400 records over 1,128 pages; the inspector gets read-only access for 14 days.
Yes. Passports are read with their MRZ check digits, and the country rule table sets validity by route — six months left for some countries, a crew visa valid for the whole stay. The roster guard blocks an assignment whose visa expires mid-trip and proposes a legal replacement for crew scheduling to accept.
Yes. The agents hold, never confirm: a crew records officer approves each record, fix plan and exception with a reason code and electronic signature, a crew scheduler accepts every replacement, and no one can override a hard block. Every step is on a chained audit trail.
The Agentic Solution Engine builds and deploys it from your requirements and documents — your requirements by position, manuals and a sample of crew records — connected to your crew scheduling, training, HR and AME systems, and it goes live once every quality gate has passed. We will walk you through it on your own crew records first.
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1-min demoWe'll run Crew Qualification Management on a sample of your own crew documents and training records.