Aviation Maintenance Intelligence

Your Shop's
Hard-Won Knowledge,
On Demand.

VaultMX is a maintenance intelligence engine built on tens of thousands of real, anonymized shop records. Ask it about a squawk, a fault code, or a part, and get an answer grounded in what shops actually did, complete with the references and the labor hours behind it.

VaultMX shield logo
Built On Real Shop Records
Cited Parts And References
Honest About Its Limits
Private By Design

The Best Troubleshooting Knowledge
Lives In One Person's Head.

When a tough squawk comes in, most shops lean on the senior tech who has seen it before. That works right up until that person is busy, out sick, or retires. Then the knowledge walks out the door, and the next mechanic starts from a blank page.

Manuals tell you how a system is supposed to work. They rarely tell you what actually fixed this fault on this airframe last time, which part the shop ended up replacing, or how many hours the job really took. That hard-won detail sits buried in years of closed work orders where nobody can search it.

Answers Grounded In Real Repairs.

VaultMX reads a large library of anonymized shop orders, each with the reported problem, the technician notes, the resolution, and the labor hours. When you ask a question, it finds the closest real cases and turns them into a clear, cited answer.

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Built On Shop Data, Not The Internet

The engine draws on tens of thousands of real maintenance records, not generic web text. Every answer reflects work that was actually performed and signed off in a shop.

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Ask In Plain Language

Type the squawk the way it shows up on the CAS message or the discrepancy sheet, along with the aircraft type. VaultMX returns the most likely cause, what worked, the parts and references involved, and typical labor hours.

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Every Finding Is Attributed

When an answer pulls from more than one airframe, each point is tagged with the aircraft it came from, so you always know the source behind the guidance.

See What An Answer
Actually Looks Like.

A clean, same-type result is specific and cited. It names the likely cause, the fix that worked, the part numbers and manual references, and the hours the job typically takes.

VaultMX ยท Troubleshoot
Aircraft: Challenger 300   Squawk: CYAN EQPT RACK COOL FAULT
Same-type match Cited from real records
Most Likely Cause
Equipment rack cooling fan degradation, logged against fault code B3-006371. (Challenger 300)
What Worked
Replaced the rack cooling fan and cleared the fault. The cyan cooling caution did not return after run-up. (Challenger 300)
Parts & References
Part numberCooling fan 39274A030000
Manual referenceCL-300 AMM 21-23-05
Fault codeB3-006371
Typical Labor
5 to 6 hours.
Illustrative example. Always verify part numbers and procedures against current manufacturer documentation before acting.

It Tells You When
It Is Not Sure.

Aviation is no place for a tool that bluffs. VaultMX is honest about how well its records match your aircraft, so you always know how much weight to put on the answer.

Same Type

The cited records are from your exact aircraft type. The answer is specific and presented without a caveat, because the match is direct.

Mixed

Some records match your type and some come from related airframes. VaultMX says how many of each and reminds you to verify part numbers against your own documentation.

Cross Type

No records were found for your exact type. The guidance draws on similar systems from other airframes, clearly flagged, so the troubleshooting logic helps without being mistaken for type-specific procedure.

VaultMX Is In Limited Release.

This page is informational. VaultMX is being rolled out carefully to a small number of shops while the record library grows. If you would like to ask about access, see a walkthrough, or talk about your own maintenance history, reach out directly.

oren@jokeraviation.com

VaultMX is a product of Joker Aviation LLC. Outputs are decision support for qualified maintenance personnel and do not replace approved data or the judgment of a certificated mechanic.