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aileaders · Aerospace

The right reference. The right revision.

Search authorized manuals, lessons learned and quality evidence. Teams confirm the applicable revision and decide.

Document search · Revision to confirm

Illustrative example — adapt to your rules

Selected question

“Which procedure checks this part reference?”

Prepared researchReference found · applicability to confirm

Document consulted

Authorized technical manual · section and revision

The team confirms whether the reference applies.

Engineering review

Suggested reference · not approved
Permitted outputNote — confirmation required

The mission

Find the reference without losing its revision.

The agent cites authorized manuals, sections and revisions. Engineering and quality confirm validity before use.

Team workflows

References, lessons learned and audit preparation.

01

Technical documentation

Find a reference in manuals; verify the revision.

  • Passage and source cited
  • Team confirms revision
02

Know-how and lessons learned

Find a lesson, incident or corrective action.

  • Sources cited
  • Context checked before reuse
03

Quality-review evidence

Gather quality evidence for human review.

  • Index and missing items
  • Prepared for quality review

Agent configuration

Documented research, team confirmation.

Illustrative read-only view; specify corpus, revisions, roles and limits.

Illustrative configuration · read only
MissionFind a reference

Cite a passage and revision.

Authorized sourcesAMM/SRM/CMM/IPC · lessons

Pilot corpus and versions.

Read toolsSearch · read · reference

Read without changing configuration.

Write toolsNote · evidence index

Record after approval, if allowed.

Approval and successEngineering or quality review

Verified, accepted reference; measure time and quality.

A supervised workflow

From question to verified reference.

  1. 01

    Request

    Select a reference or review.

  2. 02

    Consult

    Read authorized documents.

  3. 03

    Prepare

    Cite the passage and source.

  4. 04

    Review

    An engineer confirms the revision.

  5. 05

    Deliver

    After approval, record if allowed.

Sources, tools and control

Search does not authorize technical use.

Define programmes, versions, roles and exclusions; confirm each reference.

Read

  • Approved manuals and specifications
  • Authorized lessons and quality files

Prepare or write

  • Research note and evidence index
  • Write after review if integration and permission allow

Human decision

Engineering or quality confirms revision and intended use.

Measure before expanding

The right reference, confirmed by the right role.

Compare similar document searches before and during the pilot.

01

Time per verified reference

Measure research, revision checks and rework.

02

Research quality

Check reference, revision and corrections after review.

03

Total cost

Include platform, models, tokens, hosting, integration, operations and review.

Time saved ≠ cash saved: compare cost and quality.

Start with a pilot

One technical corpus and one recurring question.

01

Choose

Select a corpus and precise research need.

02

Scope

Define versions, access, exclusions and review.

03

Compare

Measure time, accuracy and total cost.

FAQ

Frequently asked questions

Does the agent confirm an applicable revision?

No. An engineer confirms the reference for the programme and task.

Does evidence preparation certify the programme?

No. It helps find and organize sources; the quality team checks completeness and conclusions. Certification follows the applicable processes.

How should manuals and revisions be scoped?

Define corpora, versions, programmes and roles; an engineer confirms applicability.

Continue exploring

Scope a verifiable reference search.

Define the corpus, versions and review roles.

Start with a technical corpus and recurring question.