Certification data control

AI-assisted revision and cross-reference control for certification data

This page is for teams preparing a certification submittal where plans, matrices, reports, summaries, and transmitted files must agree at the same revision baseline. EE uses AI-assisted extraction to build a cross-reference and revision map, then document-control and certification specialists review every discrepancy. The output is a baseline exception register, a reference-resolution list, and a readiness package showing which files need correction before release.

When this review is needed

A certification package is being assembled from several workstreams and supplier folders.
A configuration audit found more than one current revision of a plan, matrix, or report.
A submitted document references a report revision that document control cannot locate.
Supplier portal copies, internal baselines, and authority transmittals need to be reconciled before release.

The problem

Certification packages fail quietly when references drift. A report is updated but the compliance matrix still cites the old revision, a plan changes but the accomplishment summary keeps prior wording, or a supplier portal carries an uncontrolled copy. The file set looks complete until someone follows the citations.

What gets reviewed

Extract document numbers, titles, revision identifiers, dates, and approval states from the controlled set.
Build a cross-reference graph showing which documents cite each other and which revision is cited.
Compare submitted files against the current baseline held by document control.
Flag dangling references, parallel current versions, missing appendices, and inconsistent titles.
Separate true configuration discrepancies from harmless formatting or naming differences.
Record disposition owners for each baseline exception.

Scope this review

Tell us the asset, the event, and the evidence in scope, and we will outline a focused first engagement.

Identify what is missing against the means of compliance.

What gets validated

Every cited document resolves to a controlled file; fail if a reference points to a missing or superseded report.
The transmitted version matches the released baseline; fail if a portal copy differs from the controlled revision.
Plan changes are reflected in matrices and summary documents; fail if downstream documents still cite old criteria.
Each exception has a document control disposition; fail if findings remain as unassigned AI flags.
Duplicate current files are reconciled; fail if two revisions are both treated as active.

Evidence normally required

Controlled document index
Current baseline export
Submittal transmittal list
Certification plans and matrices
Reports and report appendices
Supplier portal file exports

Common discrepancies

A compliance matrix cites a test report revision that was superseded before submittal.
A plan update changed the document title, but linked reports still use the prior title.
A supplier portal contains a newer file than the controlled baseline, with no release record.
A summary document includes copied compliance text that no longer matches the matrix.

What is at stake

A stale reference can turn a clean submittal into a rework cycle. The authority, ODA, or internal quality team may question the baseline instead of the technical issue, and that pulls engineering time into document recovery rather than closure.

How the work runs

Freeze the package boundary

Identify the plans, matrices, reports, summaries, transmittals, and supplier files included in the release.

Build the reference map

Extract citations, revision references, document ids, and file locations across the package.

Review the exceptions

Sort dangling references, stale revisions, duplicate current files, and mismatched transmittal records.

Package release corrections

Return the baseline exception register and the exact document-control actions needed before submittal.

What the buyer receives

Revision baseline exception register
Cross-reference graph export
Dangling reference list
Submittal file reconciliation table
Document control closure plan

Who uses the output

Document control leads use the exception register to correct files before release.
Certification managers use the readiness package to decide whether the submittal can proceed.
Quality managers use the reconciliation table during configuration audits.

How the work fits into the transaction or program

This work sits between technical authoring and formal release. It gives document control a record of unresolved revision and reference conflicts before the package leaves internal control. It does not decide compliance. It makes the document trail clean enough for the people who own compliance to review the right evidence.

Start with a single asset

Confirm requirements map to substantiating evidence.

Regulatory limits

EE does not approve certification data, determine compliance, or replace the applicant's document control process. The review identifies consistency and traceability issues for the responsible organization to disposition.

What this review does not cover

Technical acceptance of report content
Authoring new certification plans
Authority submittal on behalf of the applicant
Operation of the client's document management system

Specific to this review

The review treats the controlled baseline, transmitted version, and cited source as separate items.
AI helps find references at scale, but a specialist decides whether a mismatch matters.
The exception register names the affected document, citation, current revision, and required correction.
Parallel current versions are treated as findings until one controlled version is identified.
Submittal readiness depends on resolvable references, not on document count.

Sources

14 CFR Part 21 - Certification Procedures for Products and Articles

U.S. Government (eCFR). Type certificates, STCs (Subpart E), TSO authorizations (Subpart O), PMA (Subpart K), and export airworthiness approvals (Subpart L).

AC 120-78 - Electronic Signatures, Electronic Recordkeeping, and Electronic Manuals

Federal Aviation Administration. FAA acceptance criteria for electronic recordkeeping systems and electronic signatures.

Frequently asked questions

Is this a technical compliance review?

No. It checks whether the document set points to the right controlled evidence. Technical compliance remains with the engineering and certification approvers.

What files are needed to start?

The current controlled package, the submittal or transmittal list, the document index, and any supplier files that are referenced by the matrix or summaries.

Relevant glossary terms

Configuration Items and Software Lifecycle Data Software Baselines Data Submittals and Data Management Compliance Checklist (Compliance Matrix)

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Where this fits

Service: TSO and STC Certification

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.