The squawk gets signed off. The reasoning shouldn't disappear with the shift.
On a recurring fault, a tricky troubleshoot, or a mechanic-to-mechanic handoff, the diagnostic path that solved it lives in one A&P's head and fades by the next shift. The same discrepancy on the same tail number gets re-diagnosed from scratch. DebriefCore lets a mechanic capture the reasoning by voice in about 30 seconds, has a qualified person on your team review it, and preserves the approved version in a searchable knowledge base your whole shop can use. It supports your handoffs and knowledge capture. It is not FAA-approved and never replaces FAA requirements, airworthiness determinations, official maintenance records, manufacturer manuals, or the A&P/IA's sign-off authority.
The hard troubleshoots never make it into the logbook entry — because they don't belong there
A logbook entry, an 8130-3, or a 337 records what was done and who signed for it. It was never meant to capture why — the order you chased an intermittent fault, the three things you ruled out first, the quirk this airframe has shown twice before. That reasoning is the most valuable thing in the shop, and it's the one thing that's nowhere on paper. So when the senior mechanic who knew it is on another job, off shift, or retired, the next person opens the same squawk and starts from zero on the customer's downtime.
Recurring faults get re-diagnosed from scratch
A discrepancy keeps coming back on a tail number or across the fleet. The mechanic who finally traced it to a chafed harness or a marginal connector fixed it and moved on. The next time it squawks, nobody remembers the path, and the troubleshoot starts over — costing hours of downtime to relearn what someone already knew.
Handoffs drop the detail that matters
A shift change or a mechanic-to-mechanic handoff happens at the toolbox in a minute or two. What was opened up, what to look at next, why a part was suspect but not yet replaced — it rarely survives to the next shift, and the work order alone doesn't carry the reasoning.
A language gap silences your best people
Many of your most experienced mechanics work in Spanish and have the least patience for typing up findings in their second language. So the troubleshooting judgment stays in their heads — and walks off the floor with them at the end of the shift or at retirement.
Capture the reasoning on the floor. Preserve it as approved knowledge.
DebriefCore turns 30 seconds of talking into reviewed, searchable knowledge your whole shop can use — without adding paperwork to anyone's day, and without touching your official records. Five steps, and one of them is always a qualified person.
Capture
After working a squawk or before a handoff, a mechanic talks for about 30 seconds in English or Spanish instead of typing — the discrepancy, what was checked, what to watch next. Voice is transcribed on the spot, and only the transcript is kept. The audio is never stored.
Draft
DebriefCore structures the transcript into a clean, readable draft — the issue, the steps taken, and what to watch on the next inspection — organized in a capture mode built for maintenance. It's a starting point and a knowledge note, never a logbook entry and never the final word.
Review
A qualified person on your team — a senior mechanic, lead, or director of maintenance — reads the draft in English or Spanish, checks it against any reference photos, and edits anything that's off. Nothing is approved automatically, and nothing here substitutes for the A&P/IA's sign-off on the actual maintenance.
Approve
Once a reviewer signs off, the entry becomes approved shop knowledge. A person is always the one who decides what's trustworthy enough to keep. The airworthiness determination and the official records stay exactly where they belong — with your certificated mechanics and your records system.
Preserve
The approved lesson lands in a searchable, organization-owned knowledge base. The next mechanic who pulls up the same recurring discrepancy on that tail number finds the troubleshooting path in seconds — long after the shift, or the person who solved it, has moved on.
Built for the way a repair station actually runs
Capture the troubleshooting path on a recurring squawk so the next mechanic doesn't re-diagnose the same tail number
Hand off an open discrepancy between shifts without losing what was already checked and ruled out
Preserve a retiring IA's or senior A&P's judgment on a fleet's known problem areas before their last day
Document an inspection finding and the reasoning behind a deferral so the next inspection has the history
Build searchable fleet history on intermittent faults that span multiple work orders and aircraft
Onboard newly hired mechanics faster by letting them search how your veterans actually chased a fault
Capture in Spanish. Review in English or Spanish.
EN · ESThis is the part almost no one else does for aviation maintenance. Your Spanish-speaking mechanics capture the reasoning in the language they think and wrench in — no fighting an English form after a long shift, no watering down the detail on a tricky troubleshoot. Your leads and director of maintenance review the structured draft in English or Spanish, whichever they read fastest. Nobody is forced into a second language, so a senior mechanic's hard-won judgment doesn't get lost in translation before it reaches the knowledge base. For a bilingual shop, that's the difference between capturing your best people's expertise and watching it walk off the floor. DebriefCore works in English and Spanish.
Talk for 30 seconds. Add a photo for context.
Typing up findings after a long shift is where troubleshooting knowledge goes to die. So mechanics just talk — about 30 seconds — and DebriefCore transcribes it. They can attach reference photos to show the reviewer exactly what they saw: the chafed harness, the data plate, the corrosion on a fitting, the gauge reading. Those photos are for your human reviewers only and are never sent to any AI model. And the audio is never stored — only the transcript stays. None of this is a maintenance record; it's a knowledge note that a qualified person reviews before it's kept.
~30s
Voice
Context
Photo
A person always has the final say, and DebriefCore is not FAA-approved
DebriefCore is a knowledge-capture and handoff tool, not a regulatory or records system. It is not FAA-approved and does not replace FAA requirements, airworthiness determinations, official maintenance records such as logbook entries, an 8130-3, or an FAA Form 337, manufacturer maintenance manuals or ICAs, or the sign-off authority of your A&P and IA mechanics. Every entry is reviewed and approved by a qualified person on your team before it enters the knowledge base; there is no auto-approval, and the AI never decides what is correct or airworthy. The audio from a capture is never stored, and reference photos are never sent to any AI model. The knowledge base is owned by your organization, and the maintenance decisions stay with your certificated people.
Security & TrustAviation maintenance knowledge capture, answered
- What exactly is an aviation maintenance knowledge base in DebriefCore?
- It's a way to capture the troubleshooting paths, fleet history, inspection reasoning, and judgment your mechanics build up on the floor, then preserve them as reviewed, searchable knowledge your whole shop can use. A mechanic captures by voice in about 30 seconds, DebriefCore turns it into a structured draft, a qualified person on your team reviews and approves it, and the approved version goes into your organization-owned knowledge base. It supports your handoffs and knowledge capture — it does not replace any official record.
- Is DebriefCore FAA-approved, and does it replace our logbook entries, 8130-3s, or 337s?
- No. DebriefCore is not FAA-approved and is not a regulatory or records system. It does not replace FAA requirements, airworthiness determinations, official maintenance records like logbook entries, an 8130-3, or an FAA Form 337, manufacturer maintenance manuals or ICAs, or the sign-off authority of your A&P and IA mechanics. It supports knowledge capture and shift handoffs only. Your official records and the decisions of your certificated mechanics remain the authority.
- Is anything approved automatically?
- No. There is no auto-approval. Every draft is reviewed, edited, and approved by a qualified person on your team — a senior mechanic, a lead, or a director of maintenance — before it becomes part of the knowledge base. The AI produces a draft to react to; it never decides what is correct or airworthy. A person always has the final say.
- How is the audio handled, and what about reference photos?
- The voice capture is transcribed and only the transcript is kept. The audio is never stored. Reference photos — a chafed harness, a data plate, a gauge, a corroded fitting — can be attached for the human reviewer's context only. Photos are never sent to any AI model. They're there so the qualified person reviewing the entry sees the full picture before approving it.
- How is this different from our work order or maintenance-tracking system?
- It sits alongside them, not on top of them. Your work order and maintenance-tracking system record what was done and who signed for it; DebriefCore captures the reasoning behind it — the troubleshooting path, the fleet history, the judgment that normally never gets written down. It does not replace your logbook entries, 8130-3s, 337s, maintenance-tracking software, or any official record, and it makes no airworthiness determination. Think of it as the searchable shop knowledge that lives next to your records, reviewed and approved by your own people. Pro starts at $39/mo, Team at $149/mo, and Business plans are available by contacting us.
Stop re-diagnosing the same squawk
Every retiring IA and every unwritten handoff is troubleshooting judgment you can't get back. Start capturing it in the language your mechanics actually speak — reviewed by your people, owned by your shop, searchable forever, and always separate from your official records. Pro starts at $39/mo, Team at $149/mo, and Business plans are available by contacting us.