AD compliance AI
AD status line matching against source compliance evidence
This review tests whether each claimed AD compliance line is supported by source evidence. EE uses AI-assisted matching to connect AD status reports with work orders, task cards, logbook entries, release certificates, terminating-action evidence, and repetitive-inspection next-due logic. Specialists review every exception against the AD requirement. The output is an AD compliance discrepancy register and source evidence map.
When this review is needed
- Questions about AD status list challenged cannot be answered from the summary alone.
- AI extraction can reduce search time if specialist QA is retained.
- Missing evidence would change acceptance, price, due status, or supportability.
- Record owners need a precise request list.
The problem
AD status reports can carry forward clean-looking closure dates without the records needed to defend them. The source may show no signoff, the wrong method of compliance, a superseded SB reference, or no basis for the next repetitive inspection.
What gets reviewed
- Inventory work orders using the source file and note the evidence path.
- Recompute task cards using the source file and note the evidence path.
- Match logbook entries using the source file and note the evidence path.
- Escalate release certificates for terminating action using the source file and note the evidence path.
- Document no located evidence using the source file and note the evidence path.
Scope this review
Tell us the asset, the event, and the evidence in scope, and we will outline a focused first engagement.
Send a representative, redacted record set and we will scope the review.
What gets validated
- Verify work orders back to source, then test adjacent status lines for the same weakness.
- Treat low-confidence extraction as a review queue, not as rejected evidence.
- Close only items with a named reviewer and a retained rationale.
- Mark commercial exposure separately from records repair actions.
Evidence normally required
- Work orders
- Task cards
- Logbook entries
- Release certificates for terminating action
- No located evidence
Common discrepancies
- Complied-with dates with no underlying sign-off.
- Compliance claimed via an SB revision that does not satisfy the AD.
- Repetitive ADs tracked as one-time.
What is at stake
Unsupported AD status affects lease return, sale, import, audit response, and continued airworthiness planning. The gap becomes more expensive when it is discovered by the buyer, lessor, or authority first.
Move from findings to resolution
Move from findings to a documented resolution path.
How the work runs
Load AD status
Identify applicable ADs, claimed status, method, due data, and affected assets.
Match source evidence
Connect each line to work orders, task cards, logbooks, releases, and terminating-action records.
Review AD exceptions
Flag missing evidence, method mismatch, weak SB reference, and unsupported next-due basis.
Package closure actions
Deliver the discrepancy register and source-linked request list.
What the buyer receives
- ad compliance discrepancy register
- source-linked evidence map
- risk-ranked closure plan
- missing-record request list
Who uses the output
- CAMO manager use the register to decide which exceptions affect the event.
- airworthiness engineer use the evidence map to request or close source records.
- CAMOs leaders use the summary to brief the next approval, release, or deal meeting.
How the work fits into the transaction or program
This belongs before a transaction, redelivery, import, audit, or maintenance status cleanup. It does not decide compliance with the AD. It shows whether the records support the status line and what evidence is still needed.
Regulatory limits
EE does not certify the aircraft, approve the records, or decide whether an item is airworthy. The work is a source-record review that supports the responsible organization.
What this review does not cover
- Maintenance planning approval
- Direct counterparty negotiation
- Repair engineering approval
- System implementation
Specific to this review
- Each AD line is traced to source evidence, not accepted from the status report alone.
- Terminating action and repetitive inspection evidence are tested differently.
- AI helps match status lines across documents and inconsistent labels.
- Specialists review method-of-compliance and next-due exceptions.
- The output supports records correction, document requests, and audit response.
Sources
U.S. Government (eCFR). The legal basis for issuing and enforcing Airworthiness Directives on U.S.-registered products.
U.S. Government (eCFR). Records an owner or operator must keep, including total time in service, current status of life-limited parts, and AD compliance.
European Union / EASA. Continuing airworthiness, maintenance records, CAMO responsibilities, and the airworthiness review process in the EASA system.
Frequently asked questions
Does this determine AD compliance?
No. It reviews whether the records support the claimed AD status. Compliance responsibility remains with the operator and authorized parties.
Why is next-due basis reviewed?
For repetitive ADs, closure is not enough. The record also has to support when the next action is due.
Relevant glossary terms
Related pages
Where this fits
Talk to an engineer who has done this work
We will walk through your current state, the records or evidence involved, and a scoped first engagement.
Talk through the aircraft, records, evidence, deadline, and next useful step.