GroundTruth Aero

GroundTruth Aero Aviation intelligence and consulting from 30 years in the hangar. Field-tested guides for engineers.

In most professions, you qualify once and you are qualified. Aviation does not work that way.In this industry, the licen...
17/08/2026

In most professions, you qualify once and you are qualified. Aviation does not work that way.

In this industry, the licence is not a certificate you hang on a wall. It is a standard you have to keep proving you still meet, for as long as you want to keep working.

People outside aviation are often surprised by how much of that there is. Here is what staying current actually looks like across the industry.

Pilots renew their medical certificate on a recurring cycle, and the requirements tighten as they get older or as the class of licence demands. They return to the simulator regularly for recurrent training and proficiency checks, flying scenarios most of them will never see in a career, engine failures, system malfunctions, degraded approaches, so that if the day ever comes, their hands already know it. Line checks. Route and airport qualifications. Type currency requirements that lapse if they do not fly the type often enough.

Engineers and technicians carry their own version. Continuation training to keep the licence valid. Type training and refreshers as the fleet evolves. Human factors recurrent training. Fuel tank safety, EWIS, and other specialist areas depending on the work you are authorised for. And the authorisations that many people never think about, like engine ground runs and aircraft taxi, which are separate qualifications that have to be granted, maintained, and periodically requalified. Being licensed on a type does not automatically mean you are approved to run its engines or move it under its own power.

Cabin crew have annual recurrent training and checks. Air traffic controllers hold ratings, unit endorsements, and their own medical requirements. Dispatchers, ground handlers, refuellers, and inspectors all carry recurring competency and safety training. Everyone in the chain has something they have to keep renewing.

And behind all of it sits the reason. Aviation is one of the most heavily regulated industries on earth, and deliberately so. Every requirement in that list exists because at some point, somewhere, something went wrong and people worked out what would have prevented it. The regulations are not bureaucracy for its own sake. They are the accumulated memory of an industry that has learned expensive lessons and refuses to forget them.

So the work never stops being a student. Thirty years in, I am still training, still being checked, still proving I meet the standard. And I would not want it any other way, because the moment we decide we have learned enough is the moment this industry starts going backwards.

To everyone across aviation: what is the recurrent requirement in your role that people outside the industry would be most surprised to learn about? πŸ‘‡

Raymond D. Johnson
Founder and Author, GroundTruth Aero | Technical Director of Maintenance and Engineering, AATI
groundtruthaero.org

13/08/2026
Most people spend more time planning their next vacation than planning the next five years of their career.We research a...
17/07/2026

Most people spend more time planning their next vacation than planning the next five years of their career.

We research a hotel for hours. Compare flights. Read reviews of a restaurant we will visit once. Then we drift through the thing that actually shapes our whole life, our work, on autopilot, hoping it sorts itself out.

Thirty years in aviation taught me to look at a career the way an investor looks at money. Not the salary this year. What compounds.

Every decision you make either builds capital that grows over time, or quietly spends it. The trouble is that most of us cannot tell which one we are doing until years have already passed.

Skills compound. The certificate you earn, the rating you add, the system you finally master. They do not just sit on a wall. Each one opens the next door, which teaches you the next thing, which opens the door after that. I earned my first licences young and kept adding to them, and every one of them paid me back for decades, not once.

Reputation compounds. Do honest work, keep your word, sign only what you have actually verified, and people talk. Slowly, over years, your name starts arriving in rooms before you do. You cannot buy that. You can only earn it, one kept promise at a time, and it is worth more than any qualification on paper.

Relationships compound. The colleague you helped on a bad night. The junior you took time with. The person you treated well when there was nothing in it for you. Twenty years on, those are not names in a phone. They are the ones who call you when the opportunity comes, and vouch for you when it counts.

And some things quietly drain the account. Chasing the paycheck without a thought for what it builds. Burning a relationship for a short-term win. Coasting on what you already know while the industry moves on without you.

A career rarely fails in one dramatic moment. It erodes one unplanned year at a time, until you look up and realise you were in motion the whole while but never actually went anywhere.

You do not need a rigid twenty-year plan. Life tears those up anyway. You need one honest question, asked often. Is what I am doing right now still going to be paying me in ten years, or am I just spending time?

Plan the career at least as carefully as you plan the holiday. One of them lasts two weeks. The other one is your life.

What is the one investment in your own career that has paid you back the most? πŸ‘‡

Raymond D. Johnson
Founder and Author, GroundTruth Aero | Technical Director of Maintenance and Engineering, AATI
groundtruthaero.org

What's the biggest threat to aviation safety in 2026?Not engine failures. Not bad weather. Not even technology.After 30 ...
17/06/2026

What's the biggest threat to aviation safety in 2026?

Not engine failures. Not bad weather. Not even technology.

After 30 years across military and civil aviation β€” from the JDF Air Wing to Air Jamaica, Caribbean Airlines, and MROs across the Americas and Caribbean β€” here's what actually keeps me up at night:

πŸ”Έ Complacency.
The task you've done a thousand times is the one that gets you. Familiarity is the enemy of attention, and attention is the last line of defence before the signature goes on the tech log.

πŸ”Έ The experience gap.
The senior engineers who carry 30 years of judgment in their hands are retiring faster than we're replacing them. What leaves with them isn't a job title β€” it's the instinct that no manual fully captures.

πŸ”Έ Fatigue normalised as commitment.
When we call exhaustion "dedication," we've already lost. A tired engineer on a night shift is a human factor waiting to happen. Fatigue doesn't announce itself β€” it just quietly narrows the margin.

πŸ”Έ Commercial pressure on the standard.
The schedule and the standard are not the same clock. The day an operation consistently chooses the schedule over the standard, it's not a question of IF something goes wrong. It's a question of when.

πŸ”Έ Overreliance on automation without understanding.
The system flagged it as fine. The engineer didn't look. The aircraft flew. Automation is a powerful tool and a dangerous crutch β€” sometimes in the same shift.

Now I want to hear from the people actually doing the work.

πŸ‘‰ If you could fix ONE issue in aviation safety tomorrow, what would it be and why?

This question is for everyone on the front lines:

✈️ Pilots
πŸ”§ Aircraft Maintenance Engineers & AMTs
πŸ›©οΈ Ground Operations
πŸ“¦ Logistics & Cargo Professionals
πŸŽ“ Aviation Students

No wrong answers. The best insights I've ever had came from the person nobody asked.

Drop it below. Let's build something useful from this thread.

β€” Raymond D. Johnson
Founder, GroundTruth Aero | Technical Director, AATI
🌐 groundtruthaero.org

15/06/2026

Someone asked me a question years ago that completely changed how I view my career:

"If you lost your job tomorrow, what skills would still make you valuable?"

I didn't have a good answer at first. And that scared me more than the question did.

Back then, my identity was wrapped up in a title and a company. Take away the company, and who was I? What did I actually own that no employer could take back?

That question changed my path. I stopped measuring my career by the badge on my chest and started measuring it by what I carry in my own hands:

πŸ”Έ The licences and ratings β€” they travel with me, not the employer.
πŸ”Έ The judgment β€” 30 years of reading aircraft that no layoff can revoke.
πŸ”Έ The reputation β€” built one honest signature at a time.
πŸ”Έ The ability to start over β€” Jamaica to Canada to California to Trinidad to St. Vincent. The skills were always portable, even when the job wasn't.

Here's the lesson:

A job is something you HAVE. A skill is something you ARE. They can take what you have. They can never take what you are.

The people destroyed by a layoff usually confused the two. The ones who bounce back invested in skills, relationships, and a reputation that walk out the door WITH them.

So, the same question that changed everything for me:

If you lost your job tomorrow, what would still make you valuable?

If it comes easily, you've built well. If it doesn't, that's the most useful thing you'll realize all year β€” and you have today to start fixing it.

What's the one skill YOU'd still stand on if the title disappeared tomorrow? πŸ‘‡

β€” Raymond D. Johnson
Founder, GroundTruth Aero | Technical Director, AATI
🌐 groundtruthaero.org

Can AI predict an aircraft component failure before a human ever notices?In many cases, it already does.Modern engines s...
13/06/2026

Can AI predict an aircraft component failure before a human ever notices?

In many cases, it already does.

Modern engines stream thousands of parameters in real time β€” vibration, oil temps, pressure trends, exhaust readings. Buried in that flood are patterns no human catches by eye: a bearing degrading by fractions, a trend drifting a few degrees over fifty flights.

AI hears the aircraft whispering that something is changing β€” often weeks before any warning light or squawk. Engine OEMs and major operators are doing this now. Not science fiction.

But here's what the headlines leave out:

AI doesn't KNOW anything. It recognizes patterns. It tells you something is statistically likely to fail β€” not why, not the context it wasn't trained on, and not the one weird case that doesn't fit the data.

The AI says: "92% probability of failure within 200 cycles."
The engineer asks: "Is that real, or is the sensor drifting? Does it match what I'm seeing on the aircraft?"

The machine flags. The human decides.

That's the model that works β€” not AI replacing the engineer, not the engineer ignoring the AI. Together they catch what neither catches alone.

The real shift: tomorrow's AME won't just be measured by what they can fix, but by how well they interpret what the machine is telling them, challenge it when it's wrong, and act when it's right.

The data keeps getting smarter. The judgment still has to be human.

Can AI predict failure before we notice? Yes.
Can it decide what to do about it? That's still us.

Engineers β€” are you seeing predictive maintenance in your operation yet, and do you trust it? πŸ‘‡

β€” Raymond D. Johnson
Founder, GroundTruth Aero | Technical Director, AATI
🌐 groundtruthaero.org

Give me five minutes in your hangar and I'll tell you how your whole operation runs.No audit results. No KPI dashboard. ...
09/06/2026

Give me five minutes in your hangar and I'll tell you how your whole operation runs.

No audit results. No KPI dashboard. After 30 years in aviation, the floor tells me everything before anyone says a word.

What I'm reading in those first five minutes:

πŸ”Έ The floor itself. Organized means people respect the space. Chaos on the floor means chaos in the operation.

πŸ”Έ Tool control. Shadow boards and calibration tags tell me they take FOD and accountability seriously. Tools scattered loose tell me where the next incident is coming from.

πŸ”Έ The records. Current and used, or buried and outdated? Paperwork discipline is maintenance discipline.

πŸ”Έ The junior techs. In a healthy hangar they're engaged and unafraid. In a toxic one they keep their heads down. Fear has a posture, and I can see it across the floor.

πŸ”Έ How they talk about the aircraft. "She's been giving us trouble" versus "not my problem, I just signed it." Ownership has a sound. So does its absence.

πŸ”Έ What happens when the supervisor walks over. Do people work naturally, or does the energy change? Respect and fear look different.

πŸ”Έ The deferred defect list. Short and moving means healthy. Long and stale means problems are being parked while hope does the planning.

None of this is on a spreadsheet. All of it is on the floor.

The best operations aren't the ones with the prettiest presentations. They're the ones where the floor and the paperwork tell the same story.

Engineers and inspectors β€” what's the FIRST thing YOU notice walking into a hangar? πŸ‘‡

β€” Raymond D. Johnson
Founder, GroundTruth Aero | Technical Director, AATI
🌐 groundtruthaero.org

GroundTruthAero

07/06/2026

A Sunday truth I learned the hard way:

People don't give their best work to a manager. They give it to a manager who sees them.

30 years leading aviation teams β€” hot ramps, night shifts, audits β€” taught me the biggest lever on production was never the schedule or the targets.

It was whether people felt understood.

Morale and production aren't two things you trade off against each other. They're the same thing, measured at two points.

Lead with understanding, and people:
β€’ Surface problems early instead of hiding them
β€’ Go the extra mile without being asked
β€’ Cover for each other instead of competing
β€’ Tell you the truth
β€’ Stay

Lead only through fear, and they do the minimum, protect themselves, and go quiet. The production you squeeze out this quarter, you repay next quarter in turnover and mistakes.

Compassion isn't the opposite of high standards. My best teams had the highest standards AND the most understanding leadership. The two fed each other β€” because when people know you've got their back, they hold the line for you when it's hard.

Understand your people, and they'll move mountains.
Manage them like machines, and they'll perform like machines β€” only when watched, never beyond.

This Sunday, one question for every leader: when did you last ask one of your people how they were really doing β€” and wait for the real answer?

Start there tomorrow.

β€” Raymond D. Johnson
Founder, GroundTruth Aero | Technical Director, AATI
🌐 groundtruthaero.org

Aviation Review Materials Civil Aviation Authority of the Philippines

Training isn’t an line-item expense to trim when times get tight. It’s the cheapest insurance an operator will ever buy....
06/06/2026

Training isn’t an line-item expense to trim when times get tight. It’s the cheapest insurance an operator will ever buy. πŸ›©οΈπŸ’Ό

​Most operators still get the math completely wrong. They look at a training course costing a few thousand dollars and try to minimize it.

​But what are you really minimizing when you cut training?

πŸ“‰ Your safety margin
πŸ“‰ Your audit readiness
πŸ“‰ Your talent retention
πŸ“‰ Your reputation with regulators and customers
​Swipe through the carousel to see how the hidden costs of "saving money" always find a way onto your balance sheet. πŸ’Έβž‘οΈ

​An untrained mistake costs a grounded aircraft, a failed audit, a lost contract, or an incident report with your name on it. Meanwhile, a trained technician troubleshoots in an hour what takes an untrained one a full shift.

​The quiet irony? Operators who cut training to save money are the same ones paying overtime to fix avoidable defects and paying recruiters to replace the talent that walked out the door. They didn’t save a dimeβ€”they just moved the cost somewhere harder to see.

​In 30 years across military and civil aviation, I’ve never seen a well-trained team be the reason an operation failed. I’ve seen plenty fail for the opposite reason.

​Operators β€” look at your balance sheet honestly. Is training an investment, or just a cost to be cut? Your answer shows up in everything you do.

​Let’s talk about building real operational intelligence. Visit the links below to learn more about our training programs. πŸ‘‡

β€‹πŸŒ groundtruthaero.org
🌐 aeroacademytraining.com

​— Raymond D. Johnson
Founder, GroundTruth Aero | Technical Director, AATI
​
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