Repair map AI
Bidirectional repair chart and repair file reconciliation
This review rebuilds a trustworthy structural repair map by comparing repair charts with the actual repair files. EE uses AI-assisted matching to connect repair locations, damage descriptions, approval data, SRM references, drawings, photos, inspection requirements, and recurring task evidence. Structures and records specialists review conflicts. The output is a bidirectional repair map and exception register.
When this review is needed
- Questions about repair found with no chart entry 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
Structural repair status is often split between a chart and separate repair files. The chart may list a repair with no file, the file may describe a location that is not charted, or recurring inspections may be detached from the repair they monitor.
What gets reviewed
- Inventory dates from dent using the source file and note the evidence path.
- Recompute buckle charts using the source file and note the evidence path.
- Match repair files using the source file and note the evidence path.
- Escalate non-routine cards using the source file and note the evidence path.
- Document then matches them in both directions 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 dates from dent 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
- Dates from dent
- Buckle charts
- Repair files
- Non-routine cards
- Then matches them in both directions
Common discrepancies
- Repairs recorded in check packages but absent from the chart.
- Chart entries inherited from prior operators with no file behind them.
- One repair documented twice under different references.
What is at stake
Unreconciled repair data can delay sale, redelivery, import, or airworthiness review. It can also cause recurring inspections to be missed or force conservative assumptions during a transaction.
Move from findings to resolution
Sequence the fixes and the documentation that closes each finding.
How the work runs
Collect repair sources
Gather repair charts, damage maps, approval files, drawings, photos, and inspection tasks.
Match chart and files
Connect each charted repair to source files and each source file back to the chart.
Review structural exceptions
Classify missing files, uncharted repairs, approval gaps, and recurring-inspection issues.
Deliver repair map
Return the reconciled repair chart, file index, and exception register.
What the buyer receives
- structural repair mapping discrepancy register
- source-linked evidence map
- risk-ranked closure plan
- missing-record request list
Who uses the output
- structures engineer use the register to decide which exceptions affect the event.
- records manager use the evidence map to request or close source records.
- operators 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 lease return, acquisition diligence, structural audit, or import review. It does not approve repairs or judge structural substantiation. It gives the team a map of what the records show, where the source file is, and which repair questions need engineering disposition.
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
- The review is bidirectional: chart to file and file to chart.
- Repair location, approval basis, drawings, photos, and recurring tasks are checked together.
- AI helps match inconsistent location language and file names.
- Structures specialists decide whether a record conflict needs engineering review.
- The output separates missing records from repairs that may need technical disposition.
Sources
U.S. Government (eCFR). Maintenance recordkeeping content and approval-for-return-to-service requirements, including 43.9, 43.11, and Appendix B.
Federal Aviation Administration. FAA guidance on making and keeping maintenance records and acceptable recordkeeping practices.
Frequently asked questions
Does this approve structural repairs?
No. It reconciles the records. Approval and substantiation decisions remain with authorized engineering roles.
Why is bidirectional matching needed?
A chart can omit files, and files can omit chart entries. Both directions are needed to find the real gaps.
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.