Conversion feedstock AI
Feedstock records screening before conversion slot commitment
This review helps owners, lessors, and conversion teams assess aircraft records before committing feedstock to a freighter conversion slot. EE uses AI-assisted review to test baseline configuration, AD and SB status, structural repairs, LLP trace, damage history, modification records, and source-file completeness. Specialists verify exceptions and identify records issues that could affect conversion readiness, pricing, or schedule.
When this review is needed
- The file arrives with a deadline tied to Conversion slot commitment.
- Several record classes need to be checked together.
- Source documents are present but the index is not trusted.
- The team needs findings ranked by decision impact.
The problem
Freighter conversion feedstock can look attractive commercially while records problems hide in the baseline. Structural repairs, unsupported modifications, missing LLP trace, or unclear configuration can complicate the conversion package and delay induction.
What gets reviewed
- Read structural repair history using the source file and note the evidence path.
- Compare repair approvals using the source file and note the evidence path.
- Locate modification status using the source file and note the evidence path.
- Challenge corrosion prevention program compliance extracted using the source file and note the evidence path.
- Summarize AI assistance 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
- A source link must exist for structural repair history; absence creates a finding.
- Reviewer notes must explain why an AI flag was closed.
- Conflicting dates, serials, or references stay open until the source hierarchy is clear.
- The freighter conversion diligence scope must include the records that drive the current decision.
Evidence normally required
- Structural repair history
- Repair approvals
- Modification status
- Corrosion prevention program compliance extracted
- AI assistance
Common discrepancies
- Slot booked and deposit paid before the conversion MRO's records review rejects the tail.
- Feedstock repriced mid-program when repair documentation cannot be produced.
- The issue appears only after the acceptance point.
What is at stake
A weak feedstock records position can create slot risk, extra engineering review, buyer disputes, or schedule delay after the aircraft has already been selected.
How the work runs
Set conversion context
Identify candidate aircraft, conversion slot, expected STC path, and decision timeline.
Review feedstock records
Check AD, SB, LLP, structural repair, modification, configuration, and source completeness.
Rank conversion risk
Separate document retrieval, engineering review, price impact, and induction blockers.
Deliver selection brief
Return the feedstock records risk register and closure actions.
What the buyer receives
- freighter conversion diligence discrepancy register
- source-linked evidence map
- risk-ranked closure plan
- missing-record request list
Who uses the output
- conversion program manager use the register to decide which exceptions affect the event.
- feedstock sourcing lead use the evidence map to request or close source records.
- lessors 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 feedstock selection, purchase commitment, or conversion induction. It does not approve the conversion or the STC package. It gives the asset and conversion teams a records risk view before the slot and commercial plan are locked.
Start with a single asset
Organize records and a discrepancy register for diligence.
Regulatory limits
The output is not a maintenance release, conformity statement, or regulatory approval. Responsible operators, owners, CAMOs, designees, and authorities keep those decisions.
What this review does not cover
- Regulatory approval activity
- Vendor procurement
- Legal drafting
- Physical conformity inspection
Specific to this review
- The review focuses on records that affect conversion suitability and induction readiness.
- Structural repair history and configuration baseline receive special attention.
- AI helps screen a large candidate file quickly, but specialists disposition conversion-relevant exceptions.
- Records gaps are ranked by schedule, engineering, and transaction impact.
- The output supports feedstock selection, pricing, and conversion planning.
Sources
U.S. Government (eCFR). Type certificates, STCs (Subpart E), TSO authorizations (Subpart O), PMA (Subpart K), and export airworthiness approvals (Subpart L).
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 decide whether the aircraft can be converted?
No. It reviews records risk before conversion commitment. Engineering and STC decisions remain with the authorized parties.
Why is records diligence different for freighter conversion?
Conversion depends heavily on baseline configuration, structural history, and records that can affect induction and STC evidence.
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.