Aviation regulatory change management that turns every new rule into owned work the day it publishes
Every new rule owned the day it publishes, and manuals ready before it takes effect.
See one case, screen by screen ↓Aviation regulatory change management is the work of finding each new FAA, DOT, EASA, ICAO or IATA rule, deciding whether it applies, and turning it into owned changes to manuals, aircraft, training and filings before it takes effect. Aviation Regulatory Change Management puts eight agents on that work: they read every regulator, map each rule to the airline's own manuals, tails and training, draft the redlines and propose owners and due dates, while owners decide and sign.
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The FAA, DOT, TSA and CBP at home and EASA, ICAO and IATA abroad publish changes every week. A regulatory affairs analyst reads the Federal Register, the FAA document library, EASA's decisions and ICAO State letters by hand, decides from the applicability section whether each one touches a carrier operating under 14 CFR Part 121, emails a PDF to whichever department heads might own it, and tracks the answers in a spreadsheet.
Each department head then reads the rule against their own manual — the FOM, the CAMP, the GMM, the MEL, the Customer Service Plan — while engineering works out fleet applicability from the M&E system. Owners and dates are agreed in meetings weeks later. That is how a rule touches two departments and each thinks the other has it, how a manual is revised but training is not, how "our 737s are fine" goes unchecked tail by tail, and how the effective date arrives with the revision still in draft.
Estimated split for one relevant final rule at a Part 121 network carrier, by hand and with the solution; the by-hand total sits inside the 3 to 6 weeks the work takes today.
Eight specialist agents read every regulator, map each rule to manuals, tails and training, and draft the changes; owners decide and sign.
On Tuesday, October 13, the FAA publishes a final rule that brings older airplanes to a 25-hour cockpit voice recorder. Corvane Airways flies about 300 aircraft, 24 of them still on the certificate of Kestrel Air, the regional airline it acquired. Here is what happens next, screen by screen, in the working solution. (The retrofit rule is an illustrative scenario; today's 14 CFR 121.359 already requires 25-hour recorders on airplanes built from May 16, 2025.)
The rule watcher reads 9 sources every morning at 05:00 CT and on publication — this week 186 documents, 14 shown, 172 outside airline operations. The FAA's 25-hour cockpit voice recorder retrofit under 14 CFR 121.359 is relevant at 99% confidence: it applies to every Part 121 airplane built before May 16, 2025, and Corvane has 65 such airplanes with 2-hour recorders. The 737 airworthiness directive goes to AD tracking; a CBP notice it is only 62% sure of waits for Renee.
On the TSA security directive: “Sensitive security information is not read by the agents. Sent to Nina Volkov, Director of Security.”
The rule summarizer has written the rule in six cited clauses, from the retrofit to 25 hours by Oct 15, 2029 to the schedule due to the FAA within 180 days. In the regulatory impact assessment, the clause mapper and the fleet applicability agent have mapped them to 12 places in three rings: manuals and programs (FOM 8.4, CAMP 31-30, MEL 23-71, GMM 6.3), fleet and tails, and training and filings. The owner and date planner has proposed an owner and a due date for each, counted back from the Dec 14 effective date.
In plain words: “Cockpit voice recorders must keep 25 hours.”
Renee's Today screen opens on 4 items that need her, 23 open changes, 6 that take effect in 60 days and 4 comment periods open. The recorder rule is mapped, 7 of its 12 items owned, 4 waiting for Daniel Whitford, and GMM 6.3 needs her decision. Early this morning the owner and date planner reminded Daniel and escalated an Inflight Manual redline that is 3 days overdue to Ray Duncan, VP Inflight.
“I find the rule on day one and the owner on day twenty.” — Renee, before
Beside the ripple, the agents and owners talk in one thread. Renee asks “What will it cost?” The answer: an estimated $2,854,800 — 61 airplanes at $46,800 for the unit, tray and 14 labor hours in a C-check, against the FAA's own estimate of $38,000 to $52,000 per airplane. Nine airplanes have no C-check before Oct 2029; if Engineering cannot find a slot, each adds $18,400 for a dedicated visit, $165,600 in all.
Every figure in the answer opens the passage it came from: the engineering cost book and the rule's regulatory evaluation.
For clause C5, installation and conformity records, the clause mapper (72%) wants to add the recorder's conformity record to GMM 6.3.4. The closure checker (81%) reads the manual itself: 6.3.2 already keeps “all installation and conformity records for each component until superseded”. Neither agent settles it. Renee sides with the closure checker, reason code J2 — already covered elsewhere — and the decision is logged.
The closure checker cannot close or overrule: disagreements go to a person with both arguments and both sources.
Daniel opens the ripple to 4 items waiting for him. The retrofit plan is an engineering order for 61 tails, an estimated $2.85M, with 52 fitting a scheduled C-check before Oct 2029 and 9 needing a dedicated two-shift visit. He reassigns it to Marcus Bell, Director of Engineering, with reason R2 — owned by another department; Marcus has 3 days to accept and the Jan 15, 2027 due date stands. Then he approves the 737-800 and 777 fleets and the four lease-return exclusions in one step.
“Tell me which tails, by when, and whether it fits a C-check.” — Daniel
The fleet applicability agent read the installed recorder of all 300 airplanes in the M&E system: 211 already carry the 25-hour unit, 61 need a retrofit, 4 737-800s return to their lessors in 2028 before the deadline, and 24 E175s sit on Kestrel's certificate until June 2027. Each row shows MSN, build date, recorder part number and hours, certificate, next C-check and the reason for the decision.
The agent never excludes a tail — it proposes; only the Director of Maintenance can confirm or overturn.
The redline drafter wrote three changes to FOM 8.4 in the manual's own voice — present tense, “the captain” as subject — each beside the rule passage it answers. Tom writes “Only after the engines are shut down.” The drafter redrafts 8.4.3 so the recorder is stopped once the engines are shut down, explains that engine shutdown is the end of flight in FOM 1.4, and puts the change back to him. He decides each change and signs for revision 47, which closes Dec 1.
“Decide each change first. Nothing enters the manual before you sign.”
The audit trail shows the morning in order: Renee's GMM 6.3 decision (J2), Daniel's reassignment of the retrofit plan to Marcus Bell (R2), his approvals of the 737-800 and 777 fleets and the exclusion of N862CV–N865CV (A1), and the drafter's redraft at Tom's request — beside every agent step back to the rule watcher opening the change at 06:04 on Tuesday.
Append-only, kept for 7 years and exported into each change's evidence pack.
A change closes only when the closure checker has found the evidence and Grace signs. On the DOT wheelchair rule under Part 382, effective Nov 2, it found the Customer Service Plan revision 14 published, read-and-sign at 2,941 of 2,957 (99.5%), the three contractors' records and the learning-system block — but 1,266 of 1,284 people trained. Grace can close with an exception, hold until Oct 30, or export the evidence pack for the FAA, IOSA or EASA.
“If I can't show the evidence, it didn't happen.” — Grace
The same FAA rule, seen by four of the people who carry it — what the weeks after publication looked like, and what they look like now.
Eight specialist agents read every regulator, map each rule to manuals, tails and training, and draft the changes; owners decide and sign.
Reads the Federal Register, the FAA document library, DOT, CBP and TSA notices, EASA, ICAO State letters received through the FAA, and IATA every morning and on publication; decides relevance with a reason and a confidence, and opens a change.
Writes the plain-language summary clause by clause — what changes, for whom, by when — from the rule text, the preamble and its regulatory history. Every sentence is cited.
Maps each clause to manual sections, programs, training and filings at section level, with a confidence, across 14 manuals and 9,412 indexed sections, the training catalog and the operations specifications.
Decides every tail from installed part numbers, manufacture date, certificate and lease-return date, read from the M&E system, the fleet asset register and the heavy-check plan.
Drafts tracked changes in each manual's own voice, each tied to its clause, and redrafts when the owner argues.
Proposes owners from the ownership register and due dates counted back from the effective date, the revision calendar and the FAA acceptance lead time; chases and escalates by SLA.
Prices proposed rules against the airline's own fleet and programs and drafts the comment letter, each point cited to the proposal and the airline's data.
The second reader: re-reads every mapping and challenges the clause mapper, then gathers and checks the evidence — published revision, read-and-sign, training completions, filings — before closure.
Accept, sign and close. The agents propose; a named person decides.
Ask in plain words on any screen. The agents answer with sources and can act — open the ripple, the tails or the letter.
What does the cockpit voice recorder rule mean for us?
It needs a 25-hour recorder on airplanes built before May 16, 2025, by Oct 15, 2029. For Corvane: 61 tails to retrofit (38 737-800s, 23 777-300ERs), an estimated $2.85M, FOM 8.4 and CAMP 31-30 changed before the Dec 14 effective date, a pilot module by Dec 7, and the schedule to the FAA by Jun 12, 2027.
Which changes take effect before we are ready?
One is at risk: RC-26-101, the wheelchair rule's hands-on training, effective Nov 2 — 18 of 1,284 people not trained, 12 of them on leave. Tight but on track: FOM 8.4 for the recorder rule must close in revision 47 by Dec 1.
Draft our comment on the flight data monitoring proposal
It is drafted: four points on docket FAA-2026-0944. Corvane supports the requirement, already runs the program on all 276 airplanes, and asks for 15-day retention where data is de-identified (30 days needs about 9.8 TB more). Due Dec 14; Owen Pratt signs.
What will it cost?
An estimated $2,854,800: 61 × $46,800 for the unit, tray and 14 labor hours in a C-check. The FAA's own estimate is $38,000–$52,000 per airplane. 9 airplanes have no C-check before Oct 2029 and add $18,400 each for a dedicated visit — $165,600.
13 screens from the working solution, on its sample data. Pick one to see it large.
How rules are read, mapped, owned and closed are settings, and every change to them is logged in the audit trail.
| Setting | Default | Choose from |
|---|---|---|
| Relevance confidence | 80% | 60% to 95%, in steps of 5 — below it the rule watcher asks the Regulatory Affairs Manager |
| Mapping confidence | 70% | 50% to 90%, in steps of 5 — below it the clause mapper asks before proposing an item |
| A second agent re-reads every mapping | On | Fixed by policy |
| Manual changes due | 14 days before the effective date | 7 to 30 days, or the last revision closing before it |
| Training due | 7 days before the effective date | 0 to 21 days |
| First escalation | 3 days overdue, to the owner's manager | 1 to 10 days |
| Second escalation | 7 days overdue, to the Accountable Executive | 3 to 21 days |
| Agents publish, file, exclude or close | Off | Fixed by policy — a named person does each of these |
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 data · “target” = the design goal, measured in the live solution · “estimated” = our estimate · “typical” = published figures (FAA Reauthorization Act of 2024, Pub. L. 118-63 — up to $75,000 per violation; DOT refund rule, April 2024; FAA Part 5 SMS rule, April 26, 2024; DOT wheelchair rule under Part 382, December 17, 2024; 14 CFR 121.359 — 25-hour recorders on airplanes manufactured on or after May 16, 2025). The retrofit rule in the demo is an illustrative scenario: its docket, clauses and dates are invented. Corvane Airways, Kestrel Air and the people, aircraft and figures named on this page are fictional — characters and sample data in the working solution.
Aviation regulatory change management is the work of finding each new FAA, DOT, EASA, ICAO or IATA rule, deciding whether it applies, and turning it into owned changes to manuals, aircraft, training and filings before it takes effect. Aviation Regulatory Change Management puts eight agents on that work: they read every regulator, map each rule to the airline's own manuals, tails and training, draft the redlines and propose owners and due dates, while owners decide and sign.
FAA rule change tracking starts with the rule watcher, which reads the Federal Register, the FAA document library, DOT, CBP and TSA notices, EASA, ICAO State letters and IATA every morning and on publication. It decides relevance with a reason and a confidence, opens a change for each relevant rule and asks the Regulatory Affairs Manager when it is below 80% sure. EASA amendments are tracked the same way: this week an ED Decision on Part-CAT fuel management was marked not applicable, because Corvane flies to Europe as a third-country operator under Part-TCO.
The rule summarizer writes it clause by clause, every sentence cited. The clause mapper maps each clause to manual sections, programs, training and filings; the fleet applicability agent decides each tail from installed part numbers, build date, certificate and lease-return date. The redline drafter then drafts each manual revision in that manual's own wording for its owner to sign. In the demo, one FAA rule was mapped to 12 places in 97 minutes.
No. The agents never publish a manual, file with a regulator, exclude a tail or close a change. The redline drafter drafts in the manual's own voice; the manual owner decides each change and signs. The comment drafter drafts; counsel signs and a person files.
A change closes only when the closure checker has found the evidence — the published revision, read-and-sign acknowledgements, training completions and filings — and the Compliance Monitoring Manager signs. Each closed change keeps an evidence pack for the FAA, IOSA or EASA, with the audit trail of every step.
Yes. This is the regulatory horizon scanning half of the job: every open comment period on a proposed rule is listed with its deadline, while the airline can still shape it. For a proposed rule, the comment drafter prices the proposal against the airline's own fleet and programs and drafts a cited comment letter; counsel edits and signs, and a person files and records the docket receipt.
Yes. Owners accept, reassign or reject each item with a reason code, only the Director of Maintenance confirms an exclusion, and only the Compliance Monitoring Manager closes. When two agents disagree, neither decides: the Regulatory Affairs Manager gets both arguments and both sources.
The Agentic Solution Engine builds and deploys it from your requirements and documents — your manuals, ownership register, fleet configuration and regulator sources — and it goes live once every quality gate has passed. We will walk you through it on a recent rule against your own manuals first.
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1-min demoWe'll run Aviation Regulatory Change Management on a recent rule against your own manuals, fleet and owners.