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Big Data and AI 2021

This is a slide from a presentation by Dan Ariely from 2013, which I used first time 2016. Though I wrote also in 2013 my article about Big Data. I used it by chance in a video conference call and it triggered that there is enough new developments again to readdress big data and AI and what’s cooking for 2021 again.

Big Data is Still Like Teenage Sex

Searching for the phrase again, there is a lot of controversy about that slide. Claims that Big Data no longer would be like teenage sex, but serious business. Reading some of the controversies, I can put them all under #wishfulthinking and #cognitivedissonance. Because in most cases Big Data remains a “sales issue”, with little substance.

Aviation + Big Data

SABRE

Working in aviation, the industry was the leader in “big data management”. SABRE managed inventory and fares from the late 60s, more than half a century now and for the younger ones, that was before the World Wide Web saw the light of the day in 1994.

CheckIn.com

Developing CheckIn.com and compiling the statistical aviation data needed, I wrote about The Numbers Game and other articles, addressing the lack of contemporary data quality in aviation. The current crisis did proof the points. While we have a lot of “flown data”, passenger data triples in with a delay of two months. For CheckIn.com the updates are done on the annual numbers (most on monthly levels). They dribble in slowly until April, very few late-comers in May. Quite a few airports to date have (lame) excuses why they don’t publish monthly figures.

Passenger Statistics

Looking at the different sources, the numbers still differ between airports, ACI, OAG, government statistics (i.e. DESTATIS, EuroStats), you name them. The published monthly numbers often do not sum up to the published total. And we talk about the KPI in the industry, the passenger numbers…? IT’s embarassing that SITA, ACI and others can’t come up with a live availability.

SITA + A-CDM

Looking at A-CDM, SITA keeps talking about the Source of the Most Common Truth. They decide, who knows best. And it often ain’t Mama. My friends at Dubai Technology Partners have a tool to manage the messages that are not standard compliant and also to manage the data discrepancies resulting from those. Excuse me? We have industry players spending time, money and people to manage the airports, airlines and other players not working with consistent data today? Even within the airport, airport operations centers are necessary to make sure the players are working on the same information?

Amazon, Google, Facebook & Co.

The only ones I see that manage their big data are actually Amazon, Google, Facebook. Recently learned that for any click on Amazon, they collect some 150 variables on their user. It’s frightening. Then they put you in boxes. Me? In a box? Me, an advocate for #thinkoutsidethebox …

Back in their early days I remember the Google boss said their goal to be not to wait for you to look for a job, but to offer you the right job proactively based on their knowledge of your interests and abilities. Yes, I happen to find that frightening. And by the way, since I cancelled my Prime membership, while I still use it to look for the available selection, but then look on the web for other sources and guess what, so far, there is very little that I needed to buy at Amazon, most I could buy elsewhere, usually with substantial cost savings.

It’s a Trust Thing

In the early 2000s, I was actively supporting e-Mail SSL-encryption, using a service by SSL-provider Thawte. Their motto has settled in me: It’s a Trust Thing. Which is a human thing. And from years of experience I don’t trust “data”. Data does not look you in the eye, it does not understand grayscale, data is Zero or One. Black or White.

I use Ecosia as my search engine, doing something good and didn’t regret that yet. I use Tor Browser a lot, not because I have something to hide, but why should I tell companies I don’t know about my preferences? I have an Android phone, but it’s not linked to my PC’s Google and I don’t use the Google Drive – no, I do not trust U.S. companies to keep my data secret. So we use Nextcloud (with OnlyOffice for document sharing). I use LinkedIn still for lack of better option(s), but not just Russia is an example this link is useless. I don’t use Facebook any more, except for linking to friends I might want to inform once we get KOLIBRI.aero running. And you won’t see “Google Analytics” on any of my websites, but Matomo on-premise. Overall, I see the big data giants more hostile than helpful, more for the lazy users, there are better solutions out there having less impact on my privacy.

And then they promote data security, but how comes that we read about the law enforcement officials identifying criminals from WhatsApp feeds? I thought that would be secure? There is very little public discussion how far governments are allowed in their surveillance.

So is Big Data a Good Thing?

Is Big Data really something good? Or is it like the saying from the early 1980s: 1984 was already back in ’77. Just no-one realized it. And yes, that was Pre-Internet.

There are discussions about big data usage in China or in autocratic countries. But didn’t we just learn the past four years how quickly the role-model of Democracy could turn Autocratic, bending all rules? I would really like to replace Putin in the image with Trump. And keep in mind, there were many Americans who voted for Trump for another four years. Yes, we might historically be a bit sensitive on the issue in Germany. At least the ones that don’t deny history.

As with everything, it’s a question about extremes. In itself, Big Data is not bad, but we need rules, especially ones addressing privacy and limitations. Like what separates the bad from the good? Just because they say so? I keep thinking about the 1998 movie Enemy of the State. As the old proverb says: Power tends to corrupt, and absolute power corrupts absolutely. Or the other saying:

The Road to Hell is paved with Good Intentions
Food for Thought

Artificial Intelligence?

I keep reminding. I have not seen “Artificial Intelligence” out there yet, just IA: Intelligent Algorithms. It’s why I don’t bother about “AI”-developments much. While IA is good and can improve life. But get me right. IT by itself does not improve sustainability, it’s mostly a profit-driven investing.

And I’m sure, my readers have read my 2016-article addressing Artificial Intelligence.

The Sleeping Giant?

The funny back-story, that back in 2004, I’ve used that slide to show that the Internet has more nodes with mostly highly sophisticated processors behind, than the human brain has ganglia. So I keep wondering if there will be a “spontaneous” wake-up of “the Internet” without us realizing. All the while the “experts” work to develop their ideas about it.

And then we come to the question again, if a real AI would become a friend (Heinlein) or a foe (Terminator). Given the parents, a foe would be more likely, though my hopes are that our children always outsmart but respect us. Thinking about the normal human behavior in humans shown in about any of the movies on the net, I strongly advise any waking giant to be very careful about strategically revealing itself.

“Here I am, a brain the size of a planet. And all they ask me is to take you to the bridge”…

Food for Thought
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Automated Flying and Fallback – an Aviation IT issue

Airbus 2020 vision based automatic take-off

B737max, Air France 447, Asiana 214 – and computer failures reason for the largest flight cancellations in the past two years. Lesson (to be) learned…?

Following a discussion triggered by Airbus’ automated take-off last week, I posted a comment on LinkedIn:

“Just discussed the issue of “autonomous flying”, two examples against it. Asiana flight 214 (there was also a similar incident with Turkish Airlines) caused by a pilot with a semi-religious belief in the Auto-Pilot. Said to have very little experience “flying manual”. And the 737MAX, also to keep in mind the missing redundancy of sensors to safe cost. Also Air France 447 accounted to incorrect sensor readings. One reason I don’t see a “pilot free cockpit”, but a “cockpit flight manager”. Like the flight attendants there in case of need, but usually just monitoring proper systems. “Accompanied” by a drone-operator at the AOC. Having GBAS+GPS a system to constantly monitor the four-dimensional position of the aircraft and if in line with flight plan. If not, maybe a sensor-glitch misguiding the aircraft? Please “Pilot” or “drone operator” override the faulty sensor…”

Several replies, notably the one public response by David Eiser outline the threat: “Too much reliance on automation by both operators and pilots is one of the biggest threats today.”

A frequent issue I discuss when discussing AOC or APOC (airline or airport operations centers) is the necessity to have fallback procedures in case of IT failure! This is also in line with disruption management and the fact that the major disruptions of the past two years were caused not by weather, but IT failures! Just an example reported by Wall Street Journal.

Lesson Learned?

Back in 1990, I came as a Sales person to the Frankfurt Airport to meet and greet an important FAM-group – FAMiliarization – a group of journalists invited for a trip overseas. To learn the flight would not take off, as the airport check-in-system failed. I got a printed passenger list, a stack of boarding passes and after 10 minutes of preparations issued the boarding passes to the passenger. With only 75 minutes into the process the flight got readied for departure. It was as far as I remember, the only flight that left that day during the computer downtime. Lufthansa used a different system, their flights were not impacted.

That was my day to learn the lesson to have fallback procedures in case of a computer glitch. It was driven home over the years by other failures that became public. But more and more, I also learned that managers developed a semi-religious faith in computer systems. Redundant systems cover for a failure, right? Wrong. Working with AOCs and APOCs – there are no system redundancies. If a system fails, there is a downtime. Period.

Computer Literacy

As Richard Maslen just wrote on CAPA’s Blue Swan Daily: “It used to all be about passes in English and Mathematics, now it is blockchain, cloud computing and analytical reasoning – the changing mix of skills most prized by the business world”. It is another example of the semi-religious faith in IT I talk about. Big Data was the buzzword everyone talked about and nobody had a clue on what it really meant. It’s hip, so it must be good. Now we added blockchain, cloud computing and analytical reasoning. Important buzzwords, but if you look for a business case, it’s for the ones making themselves a business with it.

Cloud Computing

Did you know that aviation was the first large application of cloud computing? Sabre enabled to book flights from anywhere in the world anywhere in the world. I used Sabre-messages back in 1987 – that was years before e-Mail. Tell me about Cloud Computing. On the backside, most recent computer failures forcing airline downtimes were caused by small cloud solutions failing and taking down the airlines’ IT system as a collateral damage. Leaving airplanes grounded, passengers stranded.

Blockchain

Where aviation has a strong requirement to keep a “history” of changes in their IT systems, blockchain might help, but it adds complexity and slows down systems. And keeps the question of the ultimate truth. If there is a data discrepancy between two independent systems, which ones is the right one? That’s not just on A-CDM between different stakeholders, I’ve seen the same problem arise on internal systems aplenty!

Analytical Reasoning

Now on analytical reasoning, it goes with the old issue of who analyses with what intent. As the old saying goes, I only trust the statistics I falsified myself.

Aircraft System Redundancy

Now have we learned our lessons? Speaking to academically educated managers, I find a lot of superficial knowledge. Like the Big Data picture. Someone – usually the IT companies – come up with those buzz words and explain they are important. They are not unimportant. But it boils down to my usual question: Give me a business case. No wishful thinking. Nor divine revelation and forget what the stars foretell!

Boeing managers, in what I consider a criminal neglect, prioritized commerce over safety. In line with FAA and others. “Shareholder Value” is a word that was invented in the U.S. It implies that the only value a shareholder has is short-term profit. I disagree ever since I learned the word back in 1997 in the process of the IPO of Cytric. At the time my baby – yes, the one today owned by Amadeus. Shareholders have different values. Long term profitability. Sustainability, not even linked to profitability. An idea. Something “good”.

Now Boeing used a single sensor to trigger MCAS. And the system overruled the pilots. It crashed two airplanes. The cause? Greed. A mortal sin.

Faith in The Computer

A key-finding on Asiana 214 was a pilot who believed in his on-board computers. Who had thousands of “auto-pilot” hours, but very little experience in manual flying. Who did not grasp that for a wrong sensor his system was wrong. Who made small mistakes on his computers’ settings (i.e. direct input, no landing flaps) ignored the tower’s advise to do a turn-around, to disrupt the landing and start the landing process anew. A similar case grounded a Turkish Airline plane. Pilots like this make a case for autonomous flying. Better a stupid computer than a pilot with blinders.

Another sensor failure caused the crash of Air France 447. GPS giving a three-dimensional point in space, where are the systems that provide that information to the pilots at night? How can it be that pilots and airplanes loose their direction in the air?

And while we talk about GPS and GBAS in aviation, a flight like MH 370 teaches the same lesson. Not the one shot down over Ukraine, but the one that got lost over the Indian Ocean. Airline and authorities are blind over the big oceans. All those fancy systems, satellites, etc. and we have no information, neither in the cockpit nor at the control centers, where the flights are? And trust in pilots following navigational directions (semi-)blind?

Faith in the Pilot

A frequent argument for the cockpit automation is German Wings flight 9525, where the pilot flew the airplane into the mountain. While that was a freak incident, neither pilot nor computers are “fail-safe”. All we can do is to minimize the risk. And while autonomous flying will come, I’m an advocate for a “flight operator”, both in the cockpit, as well as on the ground. Then we have three independent “systems” and any two will override the third. Still, there will be ad hoc decisions to be taken, then who “rules”? If you have another aircraft on collision course. If you have foreign object or another aircraft on the runway.

Fly by Wire, Drones and Air Taxis

Since the development of Fly-by-Wire, airplanes cannot fly without computer aid. If the computer fails, the steering signals from the side stick go nowhere. So we already rely on the computers in airplanes. And a computer failure will result in a crash. Period. But Fly-by-Wire also makes the case for automated flying.

Pilot-less air taxis already require a fully automated system. If you consider them to fly in airport vicinity, they interact with the flight plans of commercial airplanes, today considered a major security risk with an excessive bureaucracy for a single approval for any plane, helicopter or drone entering the airport’s air space!

A similar case is the automated drones as envisioned by Amazon, DHL and others, for automatic passenger delivery. As the air taxis, they will rely on a fully-automated flight planning and flight plan filing with the authorities’ computers. Simply to avoid in-air-collisions.

While commerical airplanes, delivery drones and air taxis follow pre-assigned flight plans and routes, drones are operator-guided… Can we expect manually guided drones in the air space of other operators? Be it air taxis, helicopters or airplanes? I doubt it, I believe this is a short-lived fashion. Soon drones will be so restricted in use that they go back to hobby and in pre-assigned areas. All other operations requiring the filing of a flight plan!

I like the examples in The Fifth Element. Or Doctor Who’s episode Gridlock (image). We’re not talking about individual travel or we risk air accidents, way more potent than any car accident you might imagine today! This can only work in a fully automated environment. You want to change your flight plan? The computers must secure a safe route in four-dimensional space – including the time, beyond what ATC can do today! A constant prediction of traffic for several hours ahead!

My Prediction

I take it with Heinlein, as he wrote in Friday, a 1982 novel. I believe we will have ability for a fully automated flight, which will also improve A-CDM and flight planning. We will have a pilot on board. Plus a drone-pilot in the AOC. Heinlein wrote that the pilot no longer pilots but is there for the sake of passengers’ reassurance. The pilot unlikely to have better ideas than the computer.

The pilots will be turned into a flight operator in the cockpit, plus a flight operator on the ground. Both will be specialists, but I predict that their “work times” will no longer be privileged, but more like computer specialist. Automated flight management will reduce the work load and make those jobs mostly observational. Making privileges in duty times or salaries obsolete. Heresy. To the pilot industry. But in my opinion a “logical consequence” since the introduction of fly-by-wire – which also was the start of the discussion about autonomous flying.

Side note: This will also automate Air Traffic Control, ground handling, etc., etc. – Give take 100 years, likely less, we will have air traffic automated. With very limited manual input by pilots or other stakeholders. Backbone is slot management, scheduled flight planning. Then add “scheduled air-taxi” (air-bus), followed by delivery drones (for people or freight), ad-hoc flights. Think about medical emergency but also “VIP” flights (Air Force One)…

Food for Thought!
Comments welcome

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The Dying of Social Media

“For those who agree or disagree, it is the exchange of ideas that broadens all of our knowledge” [Richard Eastman]

Look to Book

… or the question of leeching.

Social networks become more and more inactive, “leechers” that consume but not share their own opinion even with a “like”. In “online booking”, we called that a “look to book ratio”. In Germany, we call it the “caller in the forest” (echos, but no replies). In modern times it’s called the “social media bubble”. Which statistics say consist of 100:1 or worse “data corpses”.

But this is about success eating its children. The larger your network, the more information jumps up on the timeline. With little to no “filtering”, much of those “news” showing on the timeline becomes “irrelevant”. The more often you post, the more the social networks show your news on your followers timeline. Whereas I would like to be attracted every time someone posts who does not post that often. But then we come to Post Expiration and Information Flooding:

Post Expiration

How long are posts visible in social networks — Source: Sprocketwebsites (click on image)

In my last years qualification on “online marketing”, there were some interesting statistics about post visibility, that I found quite interesting.

What is not covered here are the increasingly used online chat tools like WhatsApp, Skype, etc. – posts there are lasting minutes.

You may remember my articles sharing my experience with LinkedIn articles and also media campaigns. As a result, already four years ago, I discontinued writing “articles” on LinkedIn, but with ongoing visits to my blog archive articles, LinkedIn articles (different from the normal posts) have a life span of about three days – older articles are not having relevant visitor numbers ever after.

Now companies, SEO-experts etc. tell you to post constantly to show constantly on those “channels”. But that turns, no it backfires into

Information Flooding (1)

For which there are two reasons. And both reasons are in reality counterproductive.

In the beginning, Facebook promoted to post “everything”. Other companies built on that and developed i.e. restaurant reviews and posting of food, selfies from the weirdest places on Earth, etc. – now people post all relevant and irrelevant stuff and clog the timelines. Where it was nice in the beginning to get input from friends, now the flood of irrelevant information makes the tools largely unusable. A business friend recently asked me why I did not respond to his latest posts. Well, I was busy with real life and did not even see those posts, they were long gone when I logged in again. Don’t get me wrong, I did the same mistake. Posted irrelevant things, missing out on relevant news.

Now I will intentionally limit my Facebook to less but higher quality posts. So this week I deleted my all the old content (since 2008) of my Facebook profile. I decided to keep my profile but only for an occasional look, the most important “updates” and use of the messenger to reach out to my friends. But it took me three days to remove all that data, even using Chrome Apps that allow bulk cleaning – with some bugs to slow you down anyway. Now I can “restart” with focus on quality, not quantity.

Back in 2016, I removed my “articles” from LinkedIn, after I found them to be seen just a few days with little interaction, whereas this blog, with the same little interaction except from the same people, has several thousand readers meanwhile and a constant flow of readers on the “old” articles as well. Except for a few readers they do not interact, not even with the easy “like” button I’ve added to all posts some years ago. It keeps motivating to hear on conferences that people obviously follow my blog, referring to my articles.

Information Flooding (2)

I also last year discontinued to actively use Skype and drop WeChat. Same reason. In business and with friends I now mostly use Viber, WhatsApp (another Facebook-company). Many years ago, I decided to stick my newsletters to ten. As I can’t keep following the flood of information, it distracts from doing business and make money to sustain my family.

A friend on a conference talked about the “first screen” on the mobile phones. While they become bigger, you also need to decide, which apps make it to your first screen. My new smart phone has space for 30 app icons. I may be unusual by having my apps grouped and using folders, even on first screen, but yes, I have my few important ones.

Social Networking – Lessons Learned

In the expensive Social Media lectures I attended last spring, on which I shared my lessons learned, I mainly learned that if you are a good marketeer, the same rules apply on- and offline. It also confirmed, I can spend all the time someone wants to pay me for, to analyse the online performance with KPIs that are the same useless as the QSI (Quality Service Indicator) as they are set and defined by the analyst with an intentional or (rarely) unintentional outcome in mind: “you are going to get very quickly to ‘factors’ and ‘coefficients’. And that they are variables, subject to interpretation and weighting, they are “relative values” (from The Bias of Route Viability Analysis, Dec. 17).

We all know of headlines that celebrities (and companies) bought and buy “followers”. Implying that all those leechers make an impact to your business. While it may take longer to grow your real “Stammkunden” (patrons, regular customers), only the ones that “buy” or stimulate a purchase by recommendation are valuable to your business. In the end it you got to pay your bills!

Marketing is about reputation management, it’s about indirect sales, but in the end, marketing is a part of sales and sales support. Brand is marketing, but in the end it is to stimulate memory and reputation and bring the brand to mind in the purchasing process. Neither marketing, nor brand, nor sales or public relations are an end to themselves. They are to stimulate business and keep the coin rolling.

So where do “Social Networks” fit in here? Same issue. Commercially, it does not help to have leechers. You need either buyers, or ambassadors. That must be first and foremost on your activities. Privately, you neither want leechers, you want people that share information with you, to discuss, agree or disagree, help you to evolve.
So I split my activities to two layers. Connecting with friends. While I appreciate a lot of Facebook “friends”, interaction is limited to very few. I will keep posting occasionally there, but just personal and limited to friends and only the “important” news, not to “flood” my friend’s timelines! I use LinkedIn for business and have some other responses there, confirming the value of the network. Xing is a German social network, but I keep finding them focused on job opportunities. So don’t expect me to do much there.

Instagram? Twitter? YouTube? Tik Tok? Yes I could do more there. If you convince me to drop LinkedIn for better impact to my information exchange with friends…?

And if you want my opionion, feel free to reach out to me or to share. I’ll keep watching my Facebook timeline for updates and on occasion also look at Instagram. You can reach me directly using Viber or WhatsApp (if you have my number).

And again, it boils down to my early mentor Richard Eastman‘s favorite quote:

“For those who agree or disagree, it is the exchange of ideas that broadens all of our knowledge”

It is all about interaction, about exchange. Without a “feeback loop”, writing blogs or posting on Social Media becomes boring – in turn, more shares turn to leechers – and the slow dying of Social Media continues. And if you like this post, click onto the little like button… If you did not, let me know what I could do better or where I’m far off in your opinion. Preferably not by e-Mail or direct message, but use the comments function this blog has.

Food for Thought
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Cloud Computing – Truth or Dare?

This week, I received three calls asking me about some new tech. Eventually, all three questions boiled down to one thing: Cloud computing. Food for Thought. I started a blog to address it, when I found I addressed this two years ago in Cloud vs. Security. And the Internet of Things.

Then I got some input about conferences where speakers promoted the need for exchanging data. An issue I addressed as “Open Data” in the same article two years ago.

Same topics obviously resurfacing, but nothing new? So here’s an “update”.

Recent Airline IT Failures

Just to mention recent developments, the first needing mentioning: The latest large IT outages causing thousands of flights to be cancelled were attributed to failures of minor cloud systems, cascading into disaster causing the aviation IT systems to fail, leaving thousands of passengers stranded – not good for reputation.

The CIO of two airlines admitted that their main headaches result from such “SaaS” (Software as a Service), being not controlled by their company. But by some external IT experts who often do not understand the real-world impact of their “ideas”. And lousy interfaces of such “solutions”. Cheap to buy, expensive to manage.

Voice Assistants

Another development is the “voice assistants” at home. To give the example of Alexa. As you know, my beloved daughter is called Alexsandra, so if I would use such device it would listen in, as soon as someone addresses her. Also the Echo Dot alternatives of “Amazon”, “Echo” and “Computer” are not much safer. And meanwhile, press reported how extensive Google, Amazon and others use “their” devices not to just provide a service, but filing your commands and conversations for analysis. An intrusion to my privacy causing me to caution and not buying into them.
Aside, my Android phone has been set up to not react to voice activation, but I found it to react and switch on voice recognition without my doing. I did like Siri and now Android’s voice recognition to send messages from the car to home. But not on voice activation. I do want some privacy left.

Don’t get me wrong. I love Voice Assistants. My friend Alex developed the first Internet Assistants at his company VirtuOz, later sold to Nuance. His next project WIT.ai was about voice recognition and later acquired by Facebook, the basis for their solutions. What I am concerned about is simply the privacy invasion, if those tools file away my communication for unspecified further use. I may talk about confidential issues.

To make it worse, there have been, are and will be attempts – and successes – by governments to access i.e. Alexa and her companions. Privacy? I’m not a criminal, but no, I do quite some thinks to secure my private life. 1984 anyone?

Alternative Cloud

Aside having my “own” Internetserver, I use Nextcloud for two years now (thanks Jens!). To use it properly, like Dropbox, Google, Apple or Microsoft, you need a client program that integrates into your file manager (i.e. the Microsoft Explorer). I neither trust Dropbox not the others (except on encrypted storage), we’ve all learned from Edward Snowden.

In the end, it is a trust thing. I trust my friend who maintains “my server”. Totally. My family trusts me that I have other things to do than sneaking into their mailboxes or files they have in their own Nextcloud on my server.

Cloud Security

Meanwhile and especially with the current president who seems to lack the moral values required for someone elected into such power, the “United States” in my opinion turn from friend to foe for Europe. Or at least someone who doesn’t care about our (common) well-being. Doing the wrong things for the wrong reason. Get me right. As everywhere there are good and bad people. Listen to Billy Joel’s Leningrad if you’re thinking different. And the Merkel-government is not any good either. From shining example for development and engineering, “Made in Germany”, we deteriorated into a “back midfield” in comparison to other states and sell out pioneering developments to China and America. And our corrupt government (it’s called “Lobbying”) strangles personal freedom with laws under the umbrella of “fighting terror”. But as I said about the U.S. – it is good to have a global sheriff, but I’m afraid what happens if the government changes and becomes “bad”. Do I entrust atomic warfare to someone like Trump? In honesty, I have more faith in Putin in that aspect than the lunatic in the White House.

So with governments applying the thumb screws on the IT industry, how save is your data in the cloud?

Privacy

Big Brother watches us and all governments (including the German) undermine privacy and invest heavily into technologies and change the laws to enable further invasion of privacy and inside your own four walls. You trade in convenience with privacy.

The DHS in it’s early days seized the computer of the top-level representative of a large European aircraft maker. In direct competition to date with that U.S. aircraft maker. When the manager denied giving the password, he ran into major trouble, missing his connecting flight. Not given a written confirmation that the content of his laptop wouldn’t make it to the U.S. competitor… That was “friendly” America – not Russia, where I never experienced “security issues”. My computer is secured, my data is not on the computer, only what I need enroute and that’s encrypted on the drive.

Summary

My personal summary is what my friends at ASRA called me paranoid upon my presentation 2007 (a dozen years ago). I am not, but careful. I am a public persona on the Internet. But thinking about governments hacking, falsifying and abusing data, who do I trust my data to? Think about the discussions about Huawei and 5G, do we trust them? If we would use encrypted data communication by default, Tor Browser, SSL, encrypted mails, Huawei would be a no-issue. But I still know too many companies first hand, not using contemporary anti-virus software on their mail servers and mail accounts. Trust Microsoft Onecloud? Apple, Dropbox? No, not really. Trust my own cloud? No, any system can be hacked. Can I protect myself 100%? No. But I can make it more difficult.

Commercially, I believe it a step back to use SaaS, which is another word for “cloud computing”. If you use SaaS, better be prepared and test what happens if the “outsider” provides corrupted data, what happens in case of a link failure – and recovery. Using different computer systems, often lousy connected increases the dependency on “others”. I can’t tell you, how often I was fighting with SaaS-companies to get access to my own data. Or how they imply that “their” data is always superior to anyone else. A-CDM anyone? CRM tools anyone? I am sure you can sing that tune along…

SaaS, Cloud is like a consultant. You use them in two situations. To cover something to complex and specialized needed for a short time that it does not make sense to develop your own know-how on it. Or to train your own to become better on such. Other issues can be to get an outside view – or to outsource blame or the risk of such. In all other cases, I strongly recommend to hire an employee. Hire software companies to provide a solution that fits your own “cloud”. Your IT environment. Use cloud to back up data into encrypted data vaults. But make sure, you have complete access to your information and raw data.

And don’t believe the SaaS-sales people when they tell you that you have all the access to your data. It’s their interest to fix you to their “environment”. And never let you off their hook. And “real time data integration” with other systems is in reality very low on their priority list. Again that question by SITA about the “source of the most common truth”. If data is in conflict most those SaaS, they assume that “naturally” they are right. And ATC, airline, ground handler, airport, government or whoever comes up with conflicting data is wrong…

Food for Thought
Comments welcome!

Side note: I use a licensed Dilbert comic – for private and single use in a blog they charge $35 plus $10 “processing fee”, totaling to $45. I find that rather expensive and counterproductive, sorry that I don’t promote them…

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SEO, SEM – Who Do You Write For?

As many of you know, from March to June, I attended a full-time qualification in Online-P.R. (public relations), online-marketing, search-engine optimization (SEO), marketing (SEM) and analysis (SEA) and online advertising. Sure this was contemporary in an online class room I had to log-in at prescheduled times.

The motivation to do that was an implied lack of online experience, a missing understanding of the intricacies (details) what makes online different from the classic offline. That this was a bold misperception on my own can be seen in the results. All three exams I finished with 100% (grade 1.0). I was mostly unchallenged, contributed to the topics, explained and even on several occasions proved the tutors wrong.

What surprised me most is the fact that there is an industry that claims that this is all new and you need all new experts and agencies doing it for you. But if you properly learned your business, it is nothing new at all. The rules are all the same! In addition, I found there is simply an industry implying and claiming value where there is none. We talked and learned a lot about analysis, but you can analyse yourself to death. To do an analysis of one simple “advertising” or “website optimization” for the search engines took hours. Aside the need for external (mostly paid) services.

Google Analytics vs. Matomo

I still believe, the tutor on search engine optimization and analysis has been paid to use certain tools. There is no alternative to Google Analytics? Feed the big monster your internal data? By adding Google Analytics, Google learns about “hidden pages” and if they are not password protected, Google can (and does) parse them. Yes, I know many cases where Google had access to pages that were not linked elsewhere. Funny as that is, I have my browser to only accept cookies from the website I visit and not from “third party websites” (like Google Analytics). A not uncommon setting That results in an offset with Google, counting me again and again and again.

Instead of Google Analytics, I prefer Matomo on Premise analytics. They also offer “in the cloud” (on Matomo servers), but that results in the same shortcomings as Google and comes with a price tag. So if you want to become independent of releasing sensitive information to Google, go to Matomo on Premise. If you use WordPress, they are in the process (Beta testing phase) for Matomo for WordPress, which I am about to test on this blog.

As Matomo runs on your own server, the cookies work properly an the analysis are as good – sometimes better, sometimes worse, just like the difference between Apple iOS and Android or Open Office vs. Microsoft.

Who Do You Write For?

If you have subscribed to the RSS or follow my posts on LinkedIn, you may recall my note on the June-post, which I “optimized” for Search Engines (aka. SEO). And analysed. Funny as that is, the website did not appear much better in the real world search engines. Slightly maybe. But I got quite some feedback from my friends reading this, that I shall go back to write “my style”.

Search Engine Analysis

I somewhat expected that, but was quite shocked to the extend of the quality (or lack of it) of search engine analysis. While we looked at real websites, analyzing using several different services (including Google Analytics), we could create success by the selection of analysis results. It was another fantastic example on the proverb usually (incorrectly) attributed to Winston Churchill: “The only statistics you can trust are the once you falsified yourself”. Presented then to managers without the experience, it all looks shiny and good, but is simply Hokus Pokus.

The Fairy Tale of Reach

How do you qualify “Reach”? By the visitors? See above on Google Analytics relying on IP and Cookie – a cookie they never get in my case. At home, I have a new IP every 24 hours (thanks to my internet provider). Talking to Marketing Managers, I keep getting the confirmation of what I learned in the early days of Internet. In the GDS and first online tools we talked about the “Look to Book Ratio”.

In the good old GDS era before Internet, a travel agent looked up an availability (for a flight, hotel, rental car, etc.). Talking to the customer, the booking was confirmed, a “look to book ration of 5 I believe to remember. At the dawn of online travel booking, the processes got instant. First the availability. Then a booking. But to book, the availability was redone. And that is just the tip of the iceberg of the complexities we (I) resolved developing the first online booking tool in Europe. The look to book ratio exploded. Even adding sophisticated caching (reuse of data), the systems had to “evolve” to manage the increase in processing power needed.

But how does that compute with “Reach”? Reach are generally unique visits. Some SEA-experts use simple visits – every time someone visits or revisits a website or page. Even with the more accurate unique visits, a visit does not tell you anything on any revenue being generated. Except if you use banner ads and get paid by vistor. Aside visits, there is clicks. Most advertisements are “per click”, at least that brings a visitor to the targeted website. But while P.R. and Marketing are not Sales, they are not an end to themselves but must result in promoting the product and services and generate revenue. I know many P.R. and Marketing Managers (and their bosses) not understanding the difference.

If you believe “Reach” is your goal and you value “Reach” above all else, I hope that that reach results in revenue. And you can have the best reach with no revenue. So I call reach a fairy tale. In the end, it is all about revenue. For sales, not only the price counts, but also brand, reputation and being in the mind of the customer. But it all boils down to being where the customer is when the customer needs your products or services, to be in the mind and to come up.

Key Performance Indicators

I think this time we got the numbers right … we just don’t know which ones to use.

What are your KPIs, your key performance indicators in Marketing and P.R. qualifying success?

As a Chief Marketing Officer of a now bankrupt airline recently told me: “In Marketing KPIs are a smoke wall. Do you truly believe all those haters visiting your website are lovers? How can you distinguish visitors?”

They had all followers, all fans, all visitors – but not enough sales. Marketing is long term, make sure you’re seen, together with P.R. looking after your reputation, that it is good, but in the end, if they don’t steer sales and help to improve revenue, you can shunt their KPIs. Even “reputation” and “visibility” are only means to generate sales.

If you reach the wrong people, they don’t mean anything. So what’s your KPIs and are they clear? “The good ones in the little pot, the bad ones for your little crop”.

And our tutor showed us how to tamper the statistical outcome in your favor by selecting what confirms the wanted result. I call that cheating your bosses…

Summary

Wow, I already had five super discussions... -- Don't worry, I've not sold anything either...! — Wow, I already had five super discussions… — Don’t worry, I’ve not sold anything either…!

Talk to me if you are interested to discuss this. It’s a complex topic and can (and does) fill books. But to boil it down, the rules of engagement are the same on- or offline.

KPIs were in use long before Internet and mostly used as misleading as I see those agencies use them. And there is a very strong tendency by those agencies to justify their overvalued work as valuable. So they try to tamper the KPIs and the statistics in their favor.

Who do you write for? What is your goal? How can you reach the customer, spread your brand message, stimulate sales and reputation? If you look at it “academically”, you can spend your time analyzing your efforts to death and beautify the results to your liking or the one of your superiors.

Or you get things done, use two or three tools for analysis and make sure you understand KPIs and use them meaningful.

Sales will hardly work if you have no marketing, nor P.R., advertising and branding. But don’t overdo it. And don’t split them up, they got to interact and work together for a common goal. Revenue. Income.

Food for Thought
comments welcome!

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Cognitive Disonance Resolution

Working this week with a group on topics like P.R. and Corporate Strategy, there are some basic rules, again resurfacing on my conscious thinking…

Two topics were in hot, heated discussion these days, especially when we talked bout Cognitive Disonance: Greta Thunberg and Boeing 737MAX.

Greta Thunberg

Not only in the big cities around the globe, also in towns like Brunswick (Braunschweig), the movement Friday for Future is a root movement. Following the example of a little girl from Sweden, kids go demonstrating around the world to promote the need to counter climate change. In Germany, formerly pacemaker of “green development” the government is way behind their own targets, let’s not talk about the Paris world climate targets. In Tirana, the city “stinks” from car gasoline fumes. Scientists believe it’s not five to, but five after twelve already! We can only reduce the impact, no longer avoid it.

So now, surprise surprise, that kid in Sweden went on the street to demonstrate against the political powers that be (PTBs) ignorance. That action triggered a cord and other kids around the world thought it a good idea and joined in the demonstration. Demanding action to secure their future. And all those PTBs can respond with is that they’d be truants? Their only reason to go on the streets is to be skipping school? That’s all you can come up with? Sure there are the one or other camp-followers, but mostly those kids have genuine concern about their planet.

But their activity provides a good example for cognitive dissonance. They put a finger in a wound that most of “us” adults have long found our way to suppress. Because the information does not compute. We know we kill the planet, but let the others start saving it. What can I do?

My personal answer is to support the kids. To not “look away” and “blame the others”. In German history, our people looked away, the blamed others. It caused a holocaust.

Michael Jackson sang about “The Man in the Mirror” to make a change.

In Germany we had a barrel-burst campaign “You are Germany” – what do you do to make things better?

Interesting, what discussions are triggered, discussing cognitive dissonance resolution and how different nationalities and cultural background result in totally different approaches. In Germany, a typical approach is to dissect good ideas and find faults. Can’t tell you, how many “friends” in the past year told me that KOLIBRI.aero cannot work. It did very often remind me of that favorite quote by Lazarus Long (a Robert A. Heinlein character): “Always listen to the experts! They tell you it is impossible and why you can not do it. When you know that: Go Ahead!

Boeing B737MAX

Another very good example and discussion topic this week about cognitive dissonance resolution was the Boeing B737MAX.

Our industry always promotes Safety First. But I have a lot of examples that our industry works on the limits, hoping for the best. Be it my recent post about disruption management or the managing of airport turnaround (A-CDM), we all know that we do not work efficiently. But cognitive dissonances often result in ignorance, suppressing conflicting information. We know the truth, but we suppress it, give ourselves explanations to justify the shortcomings.

Now there was another crash of the Boeing B737MAX after Lion Air Flight 610 crashed in Malaysia half a year ago (29Oct18). While there are also “supporting reasons”, as usual a chain of events that leads to disaster, I personally believe it was mainly the ignorance of Boeing engineers, developing an MCAS, not informing pilots about such an important design change. Combined with a semi-religious faith in their technology. But I believe computers are there to assist us. I remember the Air France flight 447, where the instruments showed wrong data, switched off the computer, in result the flight stalled and crashed into the the Atlantic. We also should be reminded about the “unsinkable” Titanic.

After the recent crash in Ethiopia, there were calls for grounding of the aircraft instantly, given the similarity to Lion Air 610. It is noteworthy and was discussed very controversial, that our own minister responsible for aviation voiced against a grounding, only to be overruled by EASA. But neither America, nor Europe responded “safety first”, but focused on the commercial impacts of a grounding instead. Meanwhile even the U.S. under Donald Trump confirmed the necessity of the grounding and aviation sources expect that grounding to take on for several month. Which does remind again of the pioneer in jetliners, the de Havilland Comet, loosing three aircraft in nine months, which lead to understanding of metal fatigue on the air frame called by the way the metal was connected using bolts – creating micro-fractures.

Oh Gawd... Helpdesk: Final Level. Pray — Boeing MCAS development

Now Boeing implements a new technology to cover up for the new behavior and instead of being transparent, they hide. Then the sh** hits the fan in Malaysia. The event now shows that Boeing did not operate “safety first”, but mismanaged it by delaying the necessary update. A result of cognitive dissonance resolutions? It must not be, so it is not? That backfired now and is a rather pathetic expression of professional disaster management. That the U.S. and Boeing had to be “convinced” to ground the aircraft has proven a big mistake. Today, the media reports that the Ethiopian officials confirm a very similar situation and “many parallelisms” to the Lion Air crash.

We cannot and must not operate on the Principal of Hope! An airliner recently posted that we need a crash to change something. I disagreed, but Boeing did itself and our industry a major disfavor to the reputation of aviation safety. Media today also refers back to the 787-incidents and grounding resulting from batteries catching fire. What I do not understand is that following Lion air Boeing P.R. obviously did not develop a “worse case communication plan”.

From Wikipedia: “On March 11, 2019, in response to the Lion Air and Ethiopian Airlines accidents, China was the first country to order all 96 of its 737 MAX aircraft grounded. In the days following the Ethiopian Airlines crash, airlines and authorities around the world suspended the operation of Boeing 737 MAX 8 aircraft (or in many cases all 737 MAX variants) one after another, contrasting with the usual coordinated approach. Two days later, the U.S. Federal Aviation Administration […] became the last in the world to ground the aircraft, reversing its previous stance. Boeing eventually recommended the grounding to the FAA.”

It must not be! It cannot be! So it is not.
Cognitive Dissonance Resolution at work…

Food for Thought
Comments welcome!

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CheckIn.com turned into side business

Almost three years since our launch, we could not make CheckIn.com a full scale business.

We knew that targeting airports would not justify the development and were confirmed – airline use is more than 10 times of what airports use our tool. Unfortunately, the majority use is access to our free data. Approaching the existing users, they have no money for such information, though they confirm the value in their day-to-day life. Even a SVP Network Development of a large airline, praising me for the unique value of our tool, knowing from the analysis we keep maintaining for him, that many airports use false “facts” for their catchment areas, confirms he compares with our data as an indicator to the quality of the airport data.

But nevertheless he expects the airports to deliver the (biased) information. “In the end, it’s a look in the Crystal Ball”. Expressing the fact that he does not understand the value of good data, even for the look into that Crystal Ball. Garbage in – garbage out.

Unfortunately, only the network departments of the smaller airlines frequently access our airports, but we suffered some painful losses on the larger airlines of which two have started to use our data. The large airline having recently expressed some interest and receiving some “combined” analyses, now having turned down the discounted flat offer we made. Such we decided to unregister the company and run it as a personal side business only. Yulia takes care of that, I will focus on other projects and only help on demand.

If you need know how in airlines, airports, specifically corporate strategy, marketing and distribution, disruption management you might want to talk to me…

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Quo Vadis Airline & Travel Distribution

Michael Strauss of Pass Consulting, developer of an “aggregator” system for travel distribution systems addressed his thoughts on why the NDC (IATA for “New” Distribution Capability) is already “old” (it’s XML, not contemporary JSON for one) and why we still need the GDS.

I find all those developments Michael addresses to be “baby steps”. And is it 18 months already again since I questioned the very same thing? Quo Vadis OBE?

Carefully tiptoeing around, while I still wait for the first airlines to make the bold step, leave the tangle box, cut the spider webs, dust off the past and make bold moves embracing the possibilities “digital” offers us. The likes of a C.R. and R.B. Smith back when they gave birth to what eventually became CRS,, GDS, PSS. Or Louis Arnitz (and myself) making Internet-Amadeus-booking reality, when all the GDSs told us, this is impossible and tried to protect the holistic, old way. Good, GetThere launched about the same time, but when we started, all it’s infancy could was to take a Sabre-entry and return the GDS-output. But yes, that gave us the idea.

1.44 MB = 0.00144 Gigabyte or 0.00000144 Terrabyte. Those thoughts tell me how old I became…

Now we are “surprised” that Cytric bypasses the GDS-side of Amadeus, linking directly to Altea (Lufthansa direct link). I just happen to wonder if Louis Arnitz also fondly remembers that “white paper” he wrote about “Mozart” (what later became Cytric). Few people remember the evolution from “Woodside Travel Trust” (today Radius) “Hotel Disk” (3.5″ ‘floppy’) to eHotel or that eHotel has been a spin-off of what became Cytric… It just tells me, how the GDSs keep the thumb on the thinking of our self-proclaimed experts. A battle they can’t win if they don’t embrace (carefully) those changes you so nicely summarize. Working on an airline’s business plan, I just emphasized that I see the future of travel distribution with Facebook, LinkedIn, Google, Amazon. Individual like a book. Common as a book.

20 years ago (!) my friend Richard Eastman emphasized disintermediation at ITB Travel Technology congress. And that it is about packaging what the traveler wants.

Voice recognition like “Alexa, book our vacation”. GDSs? Aggregators? Airline seat? Car Rental? Hotel transfer? Restaurant? Or …

“Jürgen, this is Alexa, I believe you wanted to go to that “new movie”, they show it tonight at the cinema here in your vacation area, shall I book you two or four tickets?”
“Jürgen, this is Siri, there is a Pink Floyd revival concert in xyz, I could book you and Yulia two flight and concert tickets in four hours as well as the babysitter for the girls?”

Things I would have overseen…

Richard emphasized, the consumer does not want to bother about all those detail. They want an offer. And consume. GDS? Aggreggators? NDC? …?
Hey Richard, that was 20 years ago we discussed and envisioned those things. Ain’t it faszinating, how our industry keeps stalling…?

Food for Thought!
Comments welcome…

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Airport Marketing Hide & Seek

Working in aviation marketing on CheckIn.com and recently on research related to airline route development, it makes me mad to see how

airports mismanage their data

Passenger Statistics

For more than 10 % of the airports, using two main sources for data (airport, Wikipedia) and cross checking with the industry source, the ANNA.aero “databases” (Excel files, not “data sources) the data does not compute! So we spend an awful amount of time not just collecting that data, mostly from complicated pages that we have to manually scan, but the data we get, proves then to be “approximate” on core numbers like “passengers” handled by the airports. As reported before, ANNA.aero disqualified for us for anything but a cross-check, once we learned that even within their Excel files, the sum of the months does not necessarily compute to the given annual total… The same we found true on the “usual suspect” sources.

Asking the airports for their last passenger numbers, many cannot give them on a monthly basis, many give us numbers that are obviously wrong but most don’t even bother to answer. Where we get numbers, often they are a table in a Word document or an e-Mail, often in a PDF where if you try to copy that very table to a spreadsheet, it comes out as unformatted text, causing more work. Not to talk about image-files, where you must extract them, writing them off that image… With more than 600 airports we happen to have on file at CheckIn.com, that is no fun, that is frustrating.

Know your numbers? Not an issue at airports. Digital? Naaw, why bother?

Landing & Handling Fees

Every landing you walk away from is a good one

The last months, we approached airports under route planning constraints, asking them for a given aircraft type and load (giving also MTOW and seats) for the cost for the landing and handling at their airport. As we did not find their Standard Ground Handling Agreement and fees online. Maybe we missed to find it, but excuse me, is that our problem? Where we found them, they are often outdated (more than three years old), headlining the year of validity, so factual outdated.

Out of 63, only a good dozen replied within three weeks. Out of those replies, only five responses where useful. Five. The others responded sending us their files, often only landing or handling, frequently not both. Only some of those warned us, referring us to the ground handling companies.

Excuse me? We ask an average cost. Even your ground handlers have an average handling cost. You don’t know? So what do you sell me?

That route planning friend I referred to in my December post (promoted Jan 1^st) just told me this week, he doesn’t have faith in airport marketing. Only very few would do their job right and focus on facts. Most would focus on fiction. And he reminded me of my December post and Erfurt.

Airport Marketing – Fact of Fiction?

“Wow, I had FIVE super discussions today…” “Don’t worry, I’ve not sold anything either…!”

Honestly, I have no idea. I had faith in my fellow marketing colleagues at airports. But most what I get is “dreamlands”. Digging into the numbers, you find black holes the size of a galaxy. You find logical mistakes. What you don’t find is the numbers you need as an airline. Guesswork. Ideas. Biased ideas at that. Brings me back to my friend. He confirmed, even with their established, substantial size, they had the same problem with airport fees, keep having them with about any new airport they consider flying to. That’s why one day they have to send someone there and inquire on-site. Bug them until the numbers are on the table. And usually he says: “Usually, that takes too much time”.

Are we living in a digital world? We may. Airports still mostly does not.

My friend told me: This is why Routes is such a success. Because you still need to talk to the airports to get what you need. No, they do not provide that on their website. No, they do not understand how to provide data (spread sheet, not Word, PDF or a fancy “image”). Not ANNA.aero, Route Shop or Routes Exchange, where he confirmed to me, he does not find any facts but fancy “marketing” without foundation. Our comparison we did for him of our catchment area findings compared to those sources he said proved most valuable to him – internally and externally. If they don’t even use a free service like ours to compare and qualify their guesstimates, if they cannot respond to the offset, how to trust any figures they provide you?

He calls TheRouteShop and Routes Online the “big show-off stages” (on- and offline). He says, his and his team’s main function is to look behind that show-off, to find out where it’s trustworthy facts and where an empty hull. Assess the risk. “Their job should be to provide us the facts to make sound decisions. All they do is adding smoke screens and to boast.”

Food for Thought…
Comments welcome!

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Polar Vortex + Collaboration

Sure, now that North America again suffers from extreme winter, experts arguing if it’s another “Polar Vortex”, there is some background on Business Insider. Fact is, it hit North America hard again, causing major flight disruptions, not only in the North, but also “down South”. Suddenly I experience a surge of interest in “Deicing Management”.

The major issue I am asked is how to keep the airport operational, whereas that is the wrong approach. You can’t fight Mother Nature, not even Mr. President can, no matter how god-like he believes to be. You can manage the repercussions. You can minimize the impact, optimize the handling to recover quickly from an airport closure.

This must be more seen on a collaborative approach and I just thought to come back to the typical questions once again, as they reappear these days. If you’re interested, there are quite some posts on this blog addressing disruption management or A-CDM.

No, there is no “quick panacea” for this. Any deicing manager should be able to tell you that you cannot change a running winter operation, you implement the changes outside the season, train your staff and improve the processes. Listen to them!

A common question is: “Which software tool?”

Clear as can be, there is no “software panacea” either. In North America, the closest thing in my experience is Saab-Sensis Aerobahn. In most cases of who’s asking, it simply is overkill. First step is to start to collaborate. Deicing is not an issue of the ground handler, or the airline, or the airport, but the ground handler, the airline and the airport. All together. If you don’t collaborate, the tools don’t help you. If your processes are “stand alone” and not integrated into a master process “turn around”, using a software does not help you. There are tools that work that can help you improve your processes, but most my inquiries end here. For some reason, airport (and airline) managers seem to believe (almost a religious faith) that they need software to solve their problems. It is hard to explain that they need to “think”, that it might be more reasonable to invest into a consulting, sitting together, looking at the processes, talking to the stakeholders and in a proper process start the transformation to collaborative decision making, starting potentially with deicing.

Another common question: “But this only works on large airports?”

Yes and no. The large airports are usually more bureaucratic, have developed “structures”, or more accurately “silo structures”. Where on small airports there is a natural collaboration as people have multiple functions and small hierarchies, the large airports have departments that tend to separate themselves from the larger good. Exaggerating, each department is the only valuable, the only one understanding, the hub of the(ir limited) universe. The other departments only interfere and make things difficult. That silo thinking is more common the larger the company. But also small airports have the possibility to establish a collaborative approach. They might not even need software to do that…? Software can overcome the workers reluctance to share information by doing it for them. And speeding up data exchange instead of waiting that someone shares an information. As we discussed in the LinkedIn group CDM@airport many times, A-CDM is not about technology, but about collaboration. That is people first. The technology is a tool.

Aircraft Rotations, Winter Operations and Forecasting

In the discussions, I keep emphasizing to look beyond the individual airport and think about the airlines involved. Their flights get delayed or worse, they get stuck. Bad enough at the airport, the aircraft is expected to fly to more than one city. In 2014, JetBlue had to cancel all flights for a day to “reset” the network, bring aircraft and crews where they were supposed to be (and give the crews the legally required rest). Thousands of travelers were stranded during the 2014 Polar Vortex disruptions. The same year, I discussed with Zürich about the possibility to proactively inform the airlines about the delay forecast, enabling them to cancel a flight to Zürich to avoid it getting stuck there. It lead to the hen-egg issue, if then enough airlines cancel their flights, there would be no delay…? An idea was a penalty/bonus-system, giving an airline that helps avoiding a delay situation today a priority on their departure tomorrow. The idea was disqualified implying the airlines’ inability to understand and agree on the concept…

Just some more

Food for Thought
Comments welcome

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Category: IT

Big Data is Still Like Teenage Sex

Aviation + Big Data

SABRE

CheckIn.com

Passenger Statistics

SITA + A-CDM

Amazon, Google, Facebook & Co.

It’s a Trust Thing

So is Big Data a Good Thing?

Artificial Intelligence?

The Sleeping Giant?

Lesson Learned?

Computer Literacy

Cloud Computing

Blockchain

Analytical Reasoning

Aircraft System Redundancy

Faith in The Computer

Faith in the Pilot

Fly by Wire, Drones and Air Taxis

My Prediction

Look to Book

Post Expiration

Information Flooding (1)

Information Flooding (2)

Social Networking – Lessons Learned

Recent Airline IT Failures

Voice Assistants

Alternative Cloud

Cloud Security

Privacy

Summary

Google Analytics vs. Matomo

Who Do You Write For?

Search Engine Analysis

The Fairy Tale of Reach

Key Performance Indicators

Summary

Greta Thunberg

Boeing B737MAX

Passenger Statistics

Landing & Handling Fees

Airport Marketing – Fact of Fiction?