Carolyn McCall + easyJet Vienna

“Our Heads Are Round so our Thoughts Can Change Direction” [Francis Picabia]

Three news this week I find noteworthy about easyJet.

Where I have learned early to have the greatest respect for Dame Carolyn McCall, she now resigned at easyJet to join the TV industry. And the same time, easyJet is in the process to acquire an Austrian AOC (air operators certificate) to prepare for a post-Brexit world. Third, they celebrated their delivery of the first A320neo (new engine option) and converted A320-orders to A321.

While the first may be a career move for Dame Carolyn McCall (and that is all that counts from any employee view), it is a tragic loss to our industry. And I might be wrong, but I believe this will be similar to the loss of Steve Jobs at Apple.
Carolyn McCall has understood that “service” and “behavior” are not that expensive but important difference-makers. easyJet customers’ loyalty is substantially stronger than Ryanair’s or British Airways’. How you treat your customer not only if legally required (Ryanair continually failing even on that) makes a difference. I learned back in my early days with American, that friendliness and a smile are the spoonful of sugar the traveler needs. And they understand things can go wrong, even more than our industry pretends.
Her successor is rumored to be likely easyJet Christine Browne, the management remains to keep it’s female touch. But does she understand, live and provide the role model for “her” airline about “customer focus”? Or will she fall into the trap American did in the days when Bob Crandall left, to focus on money, money, money?

easyJet on the Move?

About the process to obtain an Austrian AOC, there are several pitfalls and hurdles I see in that decision.
Austria is not truly a “low cost country”. Which is similar true for the U.K. or Switzerland, but where the U.K. enjoys two strong source and destination market with London, Switzerland enjoys a very strong economy. And they are rather flexible on taxes (Wizzair is in Geneva for good reason).

If and how the Brexit impacts the U.K. market remains to be seen. But Austria and Vienna do not have that strong a market. And while Basel has been underserved by classic airlines, at Vienna easyJet will face potentially fierce competition from Lufthansa group, whereas they might hope to benefit from the retreat of Niki from the Vienna scheduled flights market.

The flying part though is not the issue of my concerns, I’m sure easyJet will do okay on that end. But establishing a “sub-HQ” in town comes with a price tag. And there are other European cities that might have been cheaper and bureaucratically more efficient than Austria.

A320/321neo. A Change-Maker?

The third news that “hit the media” was about the delivery of the latest Airbus A320neo, as well that they convert A320-orders to A321s. Such they upscale the fleet to the 250-seat A321s, I have concerns.

While the A320neo comes with 12% better performance, by 2022, when all orders are delivered, the aircraft will reflect about 1/3rd of the easyJet fleet. And as Airbus changed the structure, the “old” ones can not simply be “upgraded”. So on a fleet level, that will account for a 4% benefit. Or to give a common example: For a 100 Euro ticket, you then might pay 96 Euro. Though I happen to believe that this will be simply accumulated to improve the ROI of the airline.

Further, on the “work horse” A320, it’s only 25%, the others are A321neo’s. Whereas I believe the A321 will simply cannibalize routes that are currently operated by A320s. Whereas, will larger aircraft and the “better economics” per seat equal the lower possible frequency? And frequency is something business travelers like. Is the cost advantage that high that it will exceed the advantages of a higher frequency? I have my doubts.

Quo Vadis easyJet?

How will those two decisions impact on easyJet?

Get me right. I love easyJet for many years. Their inflight product is as good as their overall friendliness and efficiencies. They focus on business case but keep customer-centric in mind. But as Ryanair, they try to sell aircraft they ordered, finding it hard to place the large aircraft in Europe. Now they face a Brexit and size-up the aircraft, cannibalizing their existing routes at that.

For Carolyn McCall it is a good time to leave the company at the peak of “her” success. The successor will phase some repercussions out of his/her control, as well as some tough decisions to make.

Food for Thought!
Comments welcome

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Airline Route and Base Considerations

This is a copy of the article published originally on LinkedIn.

(5. Apr. 2017) A mere three weeks ago, I was approached for a business concept for a substantial fleet of new aircraft and the intention to get them into the air this year. Coming up not with the “usual” business model to use A320/B737 and lease it to low cost airlines, but with a challenging, new (unique) business concept.

That comes along with the need to develop plans not only for the initial routes, but for an ambitious growth plan with expansion of routes and bases across Europe. Having initial interest not just from the aircraft investors group but also from the aircraft maker, I am now heading for Routes and have been asked, what I expect from the airports to bring along.

Based on my blog article My Routes Sales Pitch, I have meanwhile worked with several airports and found a very easy “challenge” to gain understanding of what the airline expects from the airport. The results of the challenge usually gains a better understanding of the airline, a sound SWOT-understanding (SWOT = internal strength and weaknesses, external opportunities and threads). The work usually ends up with a better chance to find a partner to establish the services.

The Airport Challenge

If you would have an aircraft yourself to operate from your airport. How would you utilize it?

Challenging Questions

Which routes? Do you have enough demand yourself? Or does it make sense to share the aircraft with another airport? Will you have the support from the politicians, media, industry and tourism on your side, as well as on the other (destination) side? What’s the incoming vs. outgoing, what is the seasonality? Who can you get to commit on a substantial risk share for the operations? Or is it just “good will” but no commitment?

What aircraft size do you see the business case for? Usually airports today look at low cost airlines with 150-200 seats. How does the model look with a smaller aircraft (i.e. 100 seats), what ticket prices can you sell? The price levels often do not increase in line with the sector length, so shorter sectors may be good, but they compete with ground transportation (car, bus, train). And what is the average income and the GDP in your region? Are there commercial, ethnic or cultural ties between your region and the destination? Is it more incoming or outgoing or equal split?

How is the availability qualified personnel on your local labor market? Flight crews, (line-)maintenance? How about disruptions, crew and passenger hotels? How about aircraft parking or hangar maintenance?

Make me a business case. Convince me. Or other airlines you talk to.

It’s a Trust Thing

At CheckIn.com I developed a case study about the airport “facts” on catchment areas, compared to the reality check by the CheckIn.com pan-European algorithm. It was, it is devastating. Bad enough.

Fraport Bulgaria is 230 and 250% above CheckIn.com calculations on the simple isochrones (x minutes from the airport lives y population). Their response to the facts first was rather aggressively voiced denial; “we don’t know which brochure you refer to”. And when I’ve send them photos, they accused us of incompetence; “we have sophisticated tools, our numbers are right”. We asked. We did neither get any sound explanation, nor did they even try. Nor would they provide the name of their tool or how they came to those numbers. And +200 percent is simply beyond any “drivetime variation”. My guess: Someone made a (less) educated guess about those numbers and now don’t know where they came from; but it sure has to be an unquestionable source, everything else would be heresy, right? CheckIn.com must be wrong, because Fraport Bulgaria is beyond doubt! … Would I trust them on any demand forecasting? You got to be kidding me. And I actually thought them as a possible aircraft base. Oops…? And yes, we have a lot of airlines using our data to compare and we get the very same feedback from them, why they like CheckIn.com. Oh. And CheckIn.com is open about their “Numbers Game“.

We also worked from early February to early April on the Passenger numbers of airports. We talk just 600 airports in Europe, but for more than 50% we receive different numbers from different sources. It’s not uncommon to have different numbers even from the same airport. Or the monthly numbers not summing up to what the annual number is said to be. It’s your main KPI (key performance indicator). If you don’t manage that simple value, how should I trust any other numbers you provide? (more)

We made the basic isochrones and population total together with other data available for free on CheckIn.com to overcome the airlines’ distrust in airport data and especially airport catchment data. Quite embarrassing if you think about it, ain’t it. So you better come up with a sound business case. And at least check your base data and reference your sources.

If you have a wishlist of routes to be served, I will take them as that. A wishlist. I can get them in RoutesOnline (Opportunities) and TheRouteShop (unserved routes).

Have a sound business case compiled for certain routes, I will very likely consider how they fit aircraft rotations.

Have a sound business case for an aircraft? 24/7/365? Then I am very happy to talk to you.

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Narrow-Minded Management

“Our Heads Are Round so our Thoughts Can Change Direction” [Francis Picabia]

Content

Airport Passenger Statistics
Catchment Area Case Study
Passenger Terminal Expo
Face to the Customer
“New Airline” Business Concept
Narrow Minded Management

Airport Passenger Statistics

The last weeks were rather challenging. Speaking at Passenger Terminal Expo on Data Silos, Silo Thinking and the need to Tear Down the Walls, Yulia and I also worked on the update of the airport passenger statistics, adding movements to the database to expand our information. And we fell right back into The Numbers Game trap.

The main Key Performance Indicator (KPI), the value that reflects the “importance” of the airport, is the passenger numbers. All other KPIs, like movements, on-time-performance, revenue are scondary. Where I can understand that airports publish preliminary numbers for the press, those numbers are then updated and finalized. By that time, they reach Eurostat, national statistics, Wikipedia, ANNA.aero, Airports Council International (ACI), IATA and other official bodies. How do you define “Total Passengers”?

But then we go back to the airport’s monthly and annual passenger numbers. And to give examples that really bugged me the past weeks.

  • A worse case: No codes, different sortation, wrong numbers.

    Spanish AENA had what I understood an error in their May-data. The numbers are three to four times above the average. And their own annual numbers confirm it, being about that difference too high. If I’d be lazy, I would simply correct the May numbers so the annual total matches the total given by AENA. But is that the error? Working professionally, I informed AENA (airline marketing). Matter of fact, as the airline, I’d be embarrassed and would make sure those numbers to be updated immediately. After one month of no reply, I inquired. Both verbal (phone) and e-Mail. The response was a “blame game”, I shall contact the statistics group at AENA. Excuse me? That’s your understanding of customer support? Are they unable to clear that internally, bothering the customer with the internal (bureaucratic) hierarchy? The following week, the numbers were still not updated. Now, that is embarrassing. So the fact is, I do “unprofessionally” and assume the mistake, as the data owner neglects the issue. Again. Main KPI.
    And their tables? Monthly data split to 12 tables, available as Excel without the airport code. Why again do they provide “Excel”-format? Not for quick data-exchange, that’s for sure.
    The day after I wrote this blog, AENA finally identified the “error” on the data. While all other files showed the current month’s data, the may file was set to show the accumulated data Jan to May. Nevertheless this though being just a “forced error” and not a real data issue, it proves my point that it’s enforcing errors if you split the data into tables. And it does not change that the different subtables in those same Excel sheets are sorted by “totals” instead of airports, such you got to re-sort. And spend time associating the IATA codes to the airports.

  • ANNA.aero maintains what they call the European Airport Traffic Trends “Database”. Now in order to make sure we have all airports’ data that publish monthly numbers, I imported the data into our database and compared. And instantly ran into trouble. Because for i.e. France, more than half the airports’ monthly data does not sum up to ANNA.aero’s annual total. As such, the data must be disqualified for professional use! Interesting, three French airports responded to Yulia’s inquiry for official numbers to use ANNA.aero’s numbers. All three airports being ones where the total does not compute.
  • ZRH-BUD route level data. We wonder, why we have four different values for the route Zurich-Budapest for out- and inbound passengers. Two of them by the respective airports. Two courtesy by “official data providers”. Different numbers on a single given route?? So we find ourselves at a loss, we likely won’t use them. Not just for Zürich oder Budapest, but that is just an example! We happen to wonder, how Eurostat can compile passengers, flights and seats and, when the airports say they don’t report such numbers.

We find several sources for public accessible data. Sometimes you find it on the airport’s own website, somewhere in “Statistics”, sometimes in a press release, usually not in one, but in 12 press releases (see image). And even when publishing the annual numbers in one file, the file comes as a PDF, formatted that they cannot be extracted into a table but copy into one value a line. On a complex table, that renders that useless. So the airport forces users of their data to write the data off the PDF? You can’t be serious, can you?? Sometimes national airport associations publish the data, usually monthly. After we found them to occasionally change the formatting and order even within a given year, we double-check that on the import, burning valuable time. Then we learned to now download monthly data before the annual one was available, as we also happened to fall the trap of intermittent changes (see ANNA.aero). Many such files do not contain the airport codes. But the airport name in the national language. Upper case. No, that does not compute easily and is prone to cause data errors.

Even where Excel is being provided (like by AENA), the files are not ready for instant import, very often missing the unique IATA airport code that would allow to properly associate – but usually airport names in national and uncommon naming, requiring additional work to add the three letter codes to allow for proper import. And then you have those cases, where the monthly numbers do not sum up to the annual totals.

All in all, that shows the neglect airport managers handle “numbers”. Given that we all talk about e-Commerce for 20 years now and for 20+ years I keep addressing the data quality as an issue. Before the internet, airports published their data in the format they now provide by PDF. For journalists or other data providers to type them off. They simply moved the paper to the PDF, being a print format, not a data exchange format. They obviously did and do not understand that times have changed. Keeping with the times, they should maintain and publish the data in ways that they can be pulled using an HTML-call (returning a given-format CSV), if that is not possible, they should at least use an Excel file. If they change data, they should inform the data users about that. But nothing at all shows the modified file (rev.1, v.1), so in case of a discrepancy they enforce a check of all monthly files. Again, we talk about their main KPIs, something they should be interested to make sure that everyone uses the “right” number.

Catchment Area Case Study

Based on our (constantly expanding) catchment area case study about the numbers given by the airports, we understand the concerns, disbelief and rejection of such airport numbers by airlines. As any quick check from other sources (like our free isochrone analyses) unmasks them as useless, guesstimates or even intentionally beautified. I confronted Fraport Bulgaria with their given numbers in a brochure I picked up at ITB Berlin, being 2.3 to 2.5 times, or in percent 230 to 250% above our sound, European-wide calculations. Initially, they backed off, not knowing of the brochure, so I forwarded them photos of it. Then they referred to “drive time offsets”, neglecting the fact that we have comparisons on a European scale and even giving extremely ambitious drive speeds, that calculates to 10, 20% offset at the maximum on the population reach, but not to 230 or 250 percent! So instead of taking this up professionally, their managers decided to stick their head in the sand.

shutterstock 135630023 (licensed)Passenger Terminal Expo 2017

Speaking at Passenger Terminal Expo in the Management & Operations track (speaker notes here), I challenged my audience about Data Silos, Silo Thinking and the need to Tear Down the Walls. It addressed A-CDM and why A-CDM rather usually gets stuck in the early stage of the process. Silo Thinking and not invented here being the most common cause as all my friends in the A-CDM arena tell me. The same being true for airport managers. And an airport general manger told me: “If we don’t embrace that we got to exchange our data, we miss to do our job”. I was sorry I had to tell him his airport being one I don’t have the passenger data for yet.

Brand Management

Another Post Scriptum: These weeks, another several faces left our industry, another “trusted face” leaving UBM. Some few remaining in aviation at least, others move on to other industries, others again (like myself) struggle to keep in our industry.

Ever since I started addressing “Airline Sales & e-Commerce” in 1994″ at the Airline Sales Representatives Association (ASRA), I emphasized the importance of the “face to the customer”. A Logo, a face are things, users attach themselves to emotionally! It’s your emotional USP. Customers (“contemporary” B2B, B2C) knowing someone in the company attach themselves to it. That is not all, sure. Prices for example must still be competitive But not ultra-low. Reputation of the company can (and does) outweigh the price. But also the person you know there usually has an impact to who you make business with.

This is an example from 2007, explaining it to the ASRA members. Unfortunately, they proved they did not understand it. Neither the need as usually well paid Sales Managers to embrace the “new sales channels”; in most airlines the “traditional Sales” and “Social Media” are different divisions. Some airlines more recently trying to bring together what’s meant to be together, usually at the expense of the “old faces”. Nor did my ASRA fellows understand the importance of networking, the group fell apart two years ago and is meanwhile unregistered.

And let’s not go into brand management here, I addressed the idiocy to rename and kill brand identification often enough.

“New Airline” Business Concept

In the last weeks, I got approached about investors being interested to invest into aircraft, seeking which business model to use. The initial idea was Airbus A320 or Boeing 737, leasing that to the low-cost airlines. As if we wouldn’t have a record on the order books, long delivery times and the low cost airlines recently leasing their aircraft to other airlines as they find it increasingly difficult to find new routes. So I came up with a completely new model, quickly qualified numbers and viability and offered it to them. The intended aircraft maker learning about the idea took it up.

Friends I introduced the business concept to, in order to qualify it and get questions about the viability answered wondered why no-one has established such a model yet. I think that takes a little hammer. Or some out-of-the-box thinking.

Working on that concept and following up on Passenger Terminal Expo, also about my rather negative experience with HR and head hunters a discussion arose about a shortcoming of our business culture:

Narrow-Minded Management

We mostly agreed, that most managers today encourage a narrow-minded thinking. This is your job, don’t you bother about the jobs that are managed in other departments. If you do in fact think outside the box, you challenge such managers.

Food for Thought
Comments welcome!

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The End of the Airport Passenger Fees?

“Our Heads Are Round so our Thoughts Can Change Direction” [Francis Picabia]
Inflight Shopping

As I outlined in my summary on the Hamburg Aviation Conference, my friend Daniel expressed his believe that within 20 years, there will be no more passengers fees.
At the same time, Michael O’Leary was recently quoted that he expects in very short time they will offer the flights for free.
But flying costs money, no matter how good the aircraft engines become, terminal construction and maintenance, ground handling, air traffic control, gasoline, pilots, cabin crews, aircraft, insurance, it all needs to be paid. And no matter how effective you calculate …

… someone has to pay the bill.

Airlines lower their ticket prices, covering the “loss” with “ancillary revenues”. While those “ancillaries” have been understood as services previously bundled (inflight meal, baggage, flight insurance), they meanwhile extend quite into “inflight shopping”.

At the same time, traditionally airport landing fees, split into the landing and passengers, covered for the airports’ cost of operations and development. This basic, sensible model is now threatened. It will change. But how. When the airline and airports fight for the revenue of the passenger – I believe both will loose.

Airport Duty Free

So currently it is a fight between airport and airline for the money of the traveler. I hear airlines expressing their anger about the airports increasingly draining the pockets of the passengers pre- and post-flight. And the airports upset about architectural changes enforced by the evaporating aviation income, forcing them to add shopping in arrivals halls and rebuilding terminals for improved shopping, i.e. forcing the passenger through the duty free store. Or how to speed up the check-in process to increase the dwell time of the traveler to spend more money shopping. And the shop owners about the increasing pressure to cash in on the passenger in order to pay the expensive rental deals with the airports. And, and, and…

And no, it does not help to imply that the politicos should provide airports similar to train stations. Yes, it is true, airlines bring business to the regions. Airports are important infrastructure. But in the end … someone has to pay the bill.

Source firewalkeraussies.comWhat we will need is a serious, joint discussion about the future business model in aviation. At the moment there is no discussion. There’s the airlines, the airports and business models that cannot work. And we need to have the politicos and the usually government-controlled ATC (and border control, security, etc.), we have to have the ground handlers, the shops and all other players on the table. You can’t reconstruct all the small airports. We don’t need a fight. We got to work together for a sustainable business model. ERA, AAAE, IATA, ICAO, this is your call.

Food for Thought
Comments welcome

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Page 1

“Our Heads Are Round so our Thoughts Can Change Direction” [Francis Picabia]
Which Network???

At the recent Hamburg Aviation Conference one of the speakers questioned all those airport different apps. And it reminded me of my issue about a common login process for the airport wifis. But then he questioned, that all those apps simply don’t make it to the users first screen. Initially 16, meanwhile on the larger phones more like 24 apps fighting for the attention of the user.

Then my friend Erica forwarded me that Wired-article, addressing the increasing problems the news-industry has with their advertising-driven business model. Which reminds me of those magazines I happen to read. And I simply thought, what they do wrong from my very personal point of view.

What is the advantage of Google, Facebook and those new players? If is their ability to intelligently and dynamically associate my interests and provide me with the information I am interested in. To show me that on the first page. Without omitting other possibly interesting information. Even the advertising is targeted (which requires mass). And we happen to believe that intelligence.

Until we switch to the time-line view. In Facebook with /?sk=h_chr – in LinkedIn no such URL-tweak since Microsoft took over, but if you use the browser you can hover your mouse on the … on the right above the first news, selecting “Recent Updates”. Yes, I use Google, but I understand they also mix advertising in. But…

Ow-my-gawd, but I’m German, what about my personal data and stuff?

That was another topic we discussed in Hamburg. Travelers and readers are willing to give personal information … If. It. Makes. Sense.

No, I do not want to drop my pants for a general news headline or another “case study”. And I do not like to use “real data” when someone asks me to download this nice new study they did. Have Feivel Mousekewitz on your mailing list bouncing? Good chance I’ve accessed data without seeing the need why I should add myself to a mailing list of yours. Oh yes, and I assign “custom e-Mail” to many of those and it’s wondrous who sends me advertising and how quickly on many of those “trusted business partners”!

And I do not want to get another app. Ages ago, I decided to limit myself to 10 newsletters and two or three social networks. Facebook I use mostly privately. LinkedIn for business. And LinkedIn being “difficult” both in Russia and China is an issue of concern. Google+ I dropped. I use airline apps on my travels, in fact only to get the boarding pass into my phone’s “wallet”. I used some apps for airport information, just recently learned about FLIO and try that now. But pay? Or apply profile? What’s in it for me? I like TripIt to take track of my travels, though since it was acquired by Concur and Concur by SAP it’s anything but perfect. Same as with Skype and LinkedIn since they got part of Microsoft.

But yes, it is a constant fight for space on my first smart phone screen. Or for my PC’s Windows start menu (which I customize for the sake of finding what I “need”). Yes, I’d like a single (trusted!) app to do it all.

I use phone (1), messages (2, SMS, iMessage), Facetime (3) and Viber (4, video calls), mail (5), calendar (6) and address book (7). Camera (8) and camera library (9), eBook-Reader (10), Musicplayer (11), Videoplayer (12). Maps/Navigation (13) and weather (14). Facebook (15), LinkedIn (16), browser (17). Twitter, Skype, WeChat, etc. are on the secondary page. I use Shazam (18) to identify songs I hear somewhere. Threema (19, secure messenger), Trello (20) and PayBack (21, shopping loyalty card). Amazon and IP-TV were moved to secondary pages too. A single (trusted) general news source (22). And AirVideo (23) for at home access to our video archive. My phone only has 24 spots, so the last one is used “ad hoc” as needed. For Hamburg Aviation Conference they asked to use Slack (which did not make it to my permanent apps). Routes has its own App. Where would I put “airports”? Even as a frequent traveler, I have either Wallet on the first page for travels. Or maybe FLIO. There was a time I had four or five screens. I have two left. A third if you consider the “travel” folder with all those travel apps I only need on occasion.

Want to make it to my phone? What shall I remove for the sake of your app?

So I think, the airports must ask themselves, it it truly makes sense to bet all their money on their app. Or if they should look for an aggregator, providing their information from a single app. If I travel i.e. from Berlin via London to Belfast, that I do not need three apps, but a single one. If I use the commercial lounge in London, same app. If I want to use WiFi inflight and enroute, same app. But that requires common standards. Which brings me back to Data Silos and the need of common interface standards I addressed in my last post and will address at PTE.

We need common interface standards.
We need to tear down the silos.
We need to communicate.

Food for Thought!
Comments welcome

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Hamburg Aviation Conference 2017

As I attended to be interviewed about the stuff we do at CheckIn.com, you can click the image to view the video on Facebook.

Reviewing the recent Hamburg Aviation Conference, the aviation conference addressing new developments and ideas, it boils down to a “known issue” for the future of the aviation industry:

To tear down the walls.

Data Silos … and it’s not new.

As outlined here in Food for Thought and have been asked to address at Passenger Terminal Expo, there were a lot of very fancy ideas and outlooks where we want to go. About any session addressed the “data silos”. There are a lot and I mean a lot of good ideas and developments taking place as we speak. But all of them are isolated ideas and developments. Look at what airline X does. See here airport Y.

Just one of the many statements at Hamburg Aviation Conference on the topic:

“The check-in process is a totally disjointed process” [Peter Parkes]

Remember my posts about Checkin 2015 and the follow up Check-in 2020?

The underlying line I hear, though not really addressed, just mentioned, is the data silos. Even when being mentioned, it was mentioned as something that “naturally” has to happen. But without it, all or most of those wonderful developments remain what they are. Silos. Be it an(other) airport-silo, an(other) airline-silo, silos being disconnected from the other silos within the same company.

But. This. Is. Not. New! Together with Richard Eastman, from 1996 I emphasized the conversion from a whole sale model to a consumer driven model and the disintermediation in aviation distribution: Everyone deals with everyone. The example Yesterday / Today to the left is from my presentation at ITB in 2000.

On the floor, there were many discussions that there is a need in “change managers”, as there are all those fancy solutions and understanding of the need. That again reminded me of my question, why after 20 years only 20 airports implemented A-CDM – in my opinion for the very same reason. Everyone talks about it, nobody really knows how to do it, everyone thinks everyone else is doing it, so everyone claims they are doing it…

There were quite some discussions about the data silo issue and airports and tech companies telling about those very new and fancy solutions they develop. But when I look across to other airports, airlines or tech companies, I find they just build new Data Silos.

It’s not about Data Silos …
… but about Silo Thinking

Data Silos are simply the result of the real problem.

It’s about “who’s data is it?”. It is about the decision makers and stakeholders unwillingness, inability and misconception about a collaborative approach: “Give me your data but don’t date touch mine”… The very same as on the A-CDM side of our business.

The point when the aviation industry reinvented itself and evolved into e-Commerce was back in the 60s t0 80s, when the rise of the CRSs required standardized messages to exchange through the aviations teletype (telex) network. The birth of what today is AIRIMP. Nowadays, IATA works on “New Distribution Capabilities“, though there are fundamental issues when you compare airline sales to Amazon. Where Amazon works with warehouses and even opens own shops, the airline seat is one of the most perishable goods – something Amazon for good reason touches very differently.

The second large move was again forced, when in the mid 90s to 2000 the Internet forced the players to “get online”. Since 1994, I preached the need for airline sales to embrace that change.

I mentioned A-CDM and TAM as a starting point to tear down those walls, but I see a lot of not invented here responses.

Else … The Passenger Journey

Some of the really good ideas in the dead lock of silo thinking, where about one of the new hypes: The Passenger Journey.

When talking about the customer, how do we identify that very customer? By e-Mail? I just happen to change my employer at times. And I get a new address. I currently run three “main addresses” and use different ones for the various social networks. If you identify me by e-Mail, I use a different one when I travel for business than what I do personally. I’m two customers. Data Silos.

There was quite some talk about the need of the “passenger journey”, but also how fragmented that journey is. No wonder, the passenger being split to “airport customer”, “border control/security”, “airline” and the exchange of the traveler from one to the other complicated by Data Silos.

Around 2000, I mentioned in my annual presentation about Airline Sales & e-Commerce for the Airline Sales Representatives Association, that Google was said to identify a unique person within 20 searches, based on IP geographic area, typical questions, etc. That was what … 17 years ago? And we don’t even have a single source of truth for a passenger in aviation. Very often we have separate profiles even within an airline – for GDS/CRS (old legacy tools), check-in and operational processes, but separate for social network contacts. A customer contacting via Twitter or Facebook is (in my experience) usually not associated to the passenger profile! Some examples to the contrary, usually on the large and newer players (i.e. Norwegian, easyJet). Is this a premium customer on the social network or is it a first traveler? Is it someone enroute or at home? Data Silos.

At lunch we talked about another example. I may be a prime customer (“frequent flyer platinum”) at airline A, but I have trouble, getting recognition at airline B. Because it is not about being a frequent traveler, it’s solely about revenue. You are not with us, we don’t want youThat a good treatment of the frequent flyer on your competition might entice him/her to your own product is beyond the decision makers in most if not all airlines. Data Silos? Silo Thinking!

Else … Global WiFi access

On the “customer journey”, every stakeholder forces the customer to change Wifi on the way, use an app for the airport, the airline, the other airport, etc., etc. I mentioned that back in my Check-in 2020 blog.

Whooops. And my friend Stephan Uhrenbacher has to tell me he had an app developed that does it all: FLIO. But… Unfortunately the providers don’t want this, they oppose it and fight to not make this happen. And the airport WiFi is hardly in the control of the airport, but of “some provider” the airport just pays. So they want their log-in processes and pages and have no interest in “usability”. That being true especially on the U.S. market, where in addition the “free WiFi” very commonly fails and then the users complain about FLIO and not about the free WiFi provider of the particular airport. Stephan promised me, the idea is not dead, but yes, the task is not as easy as it might sound. Thanks to Data Silos.

Else … Ryanair, Air Berlin & Lufthansa

Kenny Jacobs in his very interesting interview announced they complained legally about the Lufthansa/Air Berlin merger, saying that is what it is, being called a “lease” business or whatever. As such, Germany remains a protected market with Lufthansa dominating 62% of the domestic travel.
Side note: That also goes in line with the trade press reporting the remaining Air Berlin being not sustainable. Questioning if Air Berlin is now simply bled dry, leaving the commercially loss making parts in the remaining company, accepting the bankruptcy as a logical end to it. I happen to agree with that assessment.

He also  announced they will feed to Aer Lingus and Norwegian on an “interline light” model but with baggage thru-check. Another step from Low Cost to classic operations model. As I kept emphasizing in my Airlines Sales & e-Commmerce presentations. Low Cost will only need a business case to provide “classic” services. Also nice to remember that ANNA.aero article a year ago (right).

Ryanair develops inhouse, for speed and prioritization of development. Ryanair decided to stop looking at other airlines what they do on their digital strategy, but they look at digital pacemakers, Amazon, Facebook, etc. to learn what they can do to attract the customer.

WiFi onboard? Consumers want to use their own devices on board. But the bandwidth inflight is not sufficient for mass communications. He believes the speed to come up in two years, but then the bandwidth demand will also increase. Yes, for long haul, but on regional flights not a real issue he believes.

User Centric Design

Konsta Hansson of Reaktor.aero had an interesting look into user centric design, not to decide for the user what he needs, but find out what the user needs and leave out the rest. He questioned if a check-in is a given need – or just a legacy process. Using RFID and e-Passports, I strongly agree with him.

Question I’d have and could not answer is based on the assumption that “check-in” is obsolete, how would you really refresh processes from the existing legacy processes to a completely digital process? And how do you manage the necessary change management with stake-holders like government bodies? Data Silos.

Who’s Customer is it? A Revenue Issue

Shall the passenger be shopping in the airport or in the airplane?

My three friends Stefan, Daniel and Marjan were on stage, discussing the different models the airports have to decide upon about their revenue stream for the passenger, called “ancillary revenues”. Daniel emphasized that within 20 years, the revenue for the airports no longer comes from the airlines. But (declining) from the in airport shops and (increasingly) the aerotropolis.

With Ryanair talking about “free tickets”, keep in mind, there is nothing such as a free meal. Someone will have to pay the air ticket somewhere in the process.

Summary: Start Moving

There was a lot of visionary ideas about where to go, but rather little about how to get there. The above concerns were quickly voiced but not identified as concerns. Steps taken are taken by individual stake holders (technology companies) and less on a development of common standards. So we have fantastic ideas, but we all keep develop our own individual standards = Data Silos. And worse: Silo Thinking!

We talk about “passenger journey” but the solutions are neither user centric nor easy to use. There was recently a story on LinkedIn titled Brand suicide case study: British Airways I strongly recommend… It is a good example about Data Silos, Silo Thinking and not specific to the named airlines. The same story unfortunately is true for most airlines. What we need is a management effort to Tear Down the Walls!

Food for Thought!
Comments welcome

… and if you happen to have a job for me looking after this, please keep in mind I am a job seeker!

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On-Time Performance and Punctuality League

Incompatible Data

Mark from OAG directed my attention this week on OAG’s Punctuality League, which they offer for free download and compiled the results in a “dashboard”, though I find that exceptionally unintuitive and more confusing than helping. FlightStats offers a similar information in tables and graphs I find far more intuitive, the On-Time Performance Awards.

Now after a quick first look, it shows already that it’s incompatible.

I just look at the first OAG graph “Top 20 Airlines by LCCs/Mainline Airlines”.

  1. Hawaiian Airlines (89.87%)
  2. Copa Airlines (88.75%)
  3. KLM (87.89%)

and compare to FlightStats, where Hawaiian neither shows in the Top 10 International Airlines nor Major Airlines (neither Mainline nor Network), but only Top 1 on Regional Airlines. KLM is 1st on International Network flights and 4th on mainline flights.

When I first encountered the FlightStats monthly statistics for airlines and airports, I’ve contacted them (with no reply) if I may add that as an indicator to our airport data. As I consider that valuable information for aviation network planners.

But as I stumble immediately over differences, it raises question. Such, it might be a good idea if OAG and FlightStats talk to each other to make sure they use the same data, and logic before they dig into detail. Or that they explain how they value the data and interpret it. As is, there are unexplained differences. Sorry, now I distrust both sources…?

Indicator. Indicator?

It can only be an indicator, as both sources fail to relate the one to the other. My first question would be to correlate the on-time performance to the hub airlines. Because it is utterly unfair to blame an airport, if their major hub airline is notoriously late.

Then one shall also keep the size of an airport and it’s congestions in mind, i.e. British Airways suffering from congestions in London-Heathrow or Thai Airways in Bangkok. Who is cause? Who is victim?

Yes, for CheckIn.com we emphasize that all that data can only be indicators. To be interpreted by an experienced network planner. Because a single new flight makes a major impact on a new or small airport, but has little statistical relevance on a major hub. Saying that, isochrones are in itself valuable statistical data and we put them into our analyses for a reason. As they are a necessity in comparison with the catchment area analysis to interpret the possible impact for a route. In forecasting, you work with indicators, you have no facts.

Big Data – Big Trouble

At the same time you work with big data, so the more data you work with, the more vital it is to get them from a sound source and have them integrated into a common system. Whereas most established data providers, be it OAG, Flight Stats, SITA, etc. have not yet  addressed that for a “good reason”. But as an industry, it is vital we add this and integration is very high on our back log at CheckIn.com of what we where we want to go!

For the time being, national statistics differ from Eurostats, differ from aviation industry statistics, differ from common sources. These differences in data you get from FlightStats and OAG just being an example that this is also an issue in aviation. Who’s right? I even have examples where the numbers figure within an airport’s own website for a given year. In order to improve, we got to tear down the walls! And yes, that’s part of what I will talk about at coming Passenger Terminal Conference & Expo in March. Will you be there? Please let us meet!

Rotational Impact

So. Why do I give these on-time-performance, no those delay statistics so much thought? Aside the cost of delays summing up to millions, they are not just a nuisance, but a problem. Because when I did that additional case study on cost savings, based on the Zurich Airport’s deicing I did for SAE G12 and WinterOps.ca, I learned an important fact from Swiss (the airline). Whereas the passengers impacted by the immediate flight understand the problem and accept higher force, the aircraft is not operating a single flight, but an entire rotation (a chain of flights) during the day/week. Any major delay has a rippling effect in the network. And if you have a snow-caused delay in the morning in Zurich, your passengers on the evening flight from the Mediterranean summer vacation will not understand and file for compensation. And the airline usually pays!

And for network planning, it is vital to know if you have to build in (expensive) buffers into your schedule, to cover up for the potential delays. That means your aircraft and especially crews are not airborne as much as they could be, such causing further loss of revenue. There is a very good reason airlines increasingly add clauses in the handling contracts with the airports punishing for creating delays and rewarding for reducing such. Being said to be an expert in winter ops planning, it’s bad enough about technical or natural (weather) delays. But yes, delays are also caused by aviation management, be it handling agent, airline operations or air traffic control.

A Summary…

So what now. I think the availability of delay statistics is compelling, useful and needed. But take them with care, as you take all statistics. Try to understand how they are computed, the logic behind and ask your provider accordingly. Yes, that includes our own. That’s why we publish the CheckIn.com methodology. Only if you understand it, you can yourself interpret it. Trust it.

We got to understand in our industry the value of data and common data structures. A delay is a delay? Nonsense. As I mentioned back three years ago in the article about A-CDM.

And I distrust any “closed source” company that does not provide me with their methodology on their analyses. Like many airports do. On the other side, at CheckIn.com, the value is not really the methodology (which is sound), it’s the work that is behind it, the compilation of data from different sources, the constant improvements we give that. Only given sound data, we can provide quality analyses. Given the quality data, anyone can come up with more or less professional analyses. Even to come up with the calculations we do to calculate an airport’s impact on a traveler’s likeliness to choose the one or other airport can be replicated. Though no, we don’t explain in detail how we do it, but the general concept. The hard work we spend every day to merge data from different sources, to cover for mistakes and other short-comings – that makes our work so hard to copy… And is a main part of our USP (Unique Selling Proposition), what makes us “unique”.

Food For Thought
Comments welcome!

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Not Invented Here

“Our Heads Are Round so our Thoughts Can Change Direction” [Francis Picabia]
Image courtesy Oxford Creativity

This week, I happened to stumble across this Wikipedia article: https://en.wikipedia.org/wiki/Not_invented_here

Then I stumbled across this image.

It reminded me very much of my experience with A-CDM, where most larger airports’ IT rejects external solutions in order to build a custom-made solution. After several years of work, we have several tires (or tiers?) of different size, incompatible to build upon.

It’s the same argument I hear from many airports and airlines when talking to them about CheckIn.com.

It will take time (and interest) until they understand that it’s not just another “same”, but something fundamentally new.

Linus Torwalds, inventor if the Linux operating system said: “The NIH Syndrome is a Desease”

Food for Thought
Comments welcome

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The Numbers Game

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

Talking about CheckIn.com, we have been asked many times, how we crunch our numbers. Or that our drivetimes are different from Google. Yes?

The second question is rather important, as before you crunch the numbers, you got to see what you work with. And this article on LinkedIn by Jasper Venema rang a bell last week…

So let’s talk about statistics today.

Passengers

We are in the process to add some new region to CheckIn.com and as usual, the first and foremost figure we need are the passengers. We usually use Wikipedia, but even between different Wikipedia pages, more so even between different Wikipedia languages, we find different passenger figures. Now we usually compare them with commercial data we get and guess what: There’s official sources such as ACI, IATA, national statistics, airport associations, but also commercial sources like ANNA.aero, Albatross, AEX or others and in all cases, we have – sometimes substantial – discrepancies on annual passengers per year for a(ny) given airport…

passengersSo we started to ask the airports. And get again other numbers.

We know one difference, where an airport association doesn’t use the departures and arrivals, but simply doubles the departures they get. Not very contemporary and definitely not state-of-the-art, but yes, it explains some. Jasper Venema’s article explains some other. But in numbers we don’t much care about explanations. It should be in our industries own and vital interest to use the same number for the same “item” (here “total airport passengers for a given year”). And quite honestly: If the airline has different numbers as they don’t count non-ref passengers, so be it. With most airlines not happy to give out “their” numbers for a given airport or route, the number that counts is the one the airport publishes.

Drivetimes

drivetimes

Whereas we showed long time ago, that they differ from tool to tool. And sorry, Google is neither the best, nor the most accurate of those. We compared more than 20 different tools, from our initial logistics software used by trucking companies via Google, MapPoint, Maptitude, Apple, Here, … Today we mostly use OpenStreetMaps, as we found them on the tests we did in different countries and where other tools failed, they come up with the proper calculations. Even on ferries they are mostly accurate, where Microsoft and Google still translate long-haul ferries with Zero drivetime.

We cannot consider traffic jams, temporary construction sites or detours, but found OpenStreetMap to provide lower speed defaults on highways likely overloaded. We don’t know how fast you drive, but neither do Google, Bing & Co. – we got to work with assumptions.

Start + End Points

ccom_ham_errorAnother bug we have in our backlog and work on constantly (it’s “relax work”) are the city centers. We calculate population based on the municipality. Now municipality borders are nothing really easy to use for mapping. Take the example of Hamburg. For some reason, Hamburg “owns” a part of the North Sea. Such we had to modify our boundary data for Hamburg to exclude that intentionally as it caused questions on our default example and the map to be “off Hamburg”. Then you need a “geopoint”, a given geographical point defined by latitude and longitude. For many municipalities, there is such a point defined, usually called the “admin center”. But many municipalities either have not defined such point – or it’s a (stupid) “theoretical” centroid that does not relate to streets. Where missing, the drive time takes such computed centroid too, the center of the boundary. In many cases that results in a point somewhere inaccessible by road. There it takes the spatially next road, which does not have to be easily accessible or be well connected to the main roads. Or the centroid is too far off from any road.

Airports are also prime candiates. The geopoint to be used for navigation very often is not the terminal road, but the center of the main runway. The next road might also not be near the terminal, but on the other side of the airport. As such, for each and every of the airports in our database, we defined the geopoint at the terminal or closest to the terminal. For many smaller airports, there is no street data in any of the map tools we use, as those roads are managed “privately”.

locarno
Locarno city limits

Around Lugano, we found many municipalities being located in the alps, with a town, and a lot of mountain with ski slopes. Unfortunately, without a defined city center, drive times differed substantially between a drive to the next municipalities city center defined and the one undefined. Having covered those, Lugano remains an “interesting map”, as there are also several municipalities with “exclaves”, split into different parts surrounded by other municipalities. But we can color only the complete one. So parts are in one drive time zone, others are in the next. Look at Locarno, where there is no admin center, but the centroid ended in the middle of the lake…

Helgoland has an airport, but the entire island is banned for cars. No drive times ツ

Population + Maps

European populationAnd don’t underestimate that the population for all those municipalities we have on file are not the same coming from Eurostat, national statistics offices or the towns themselves. The naming differs between those sources and there is no “common code” like we have in aviation, to uniquely identify those towns. That likely also being the cause of the +20% mistakes when using that commercial maps provider (€32K) for drive time calculations that caused us that ad hoc map change earlier this year. Little town Münster, Bavaria is not the large city Münster in Northrhine-Westphalia the commercial mapping provider returned. And is that now Münster, Bayern or Munster, Bavaria or Muenster (Lech)? Worse in France I can tell you… So we had to make sure we only use geopoints and not unreliable “names” and maintain an extensive list of “associations” to make sure we have the data properly associated – until the next update when they changed a lot again.

But worse; you can’t use Eurostat everywhere, even within the EU. With their data being outdated the day they publish them or regions like Scotland using a totally different and incompatible data model, so they publish “calculated estimates” for the wards. More guesstimates than estimates. And Europe only covers just 28 states anyway, the entire Balkan is missing, Norway, as well as most the microstates … Are the Aland Islands independent or part of Finland? Those are just examples.

And then we need to associate cartography data from the cadastre offices that is incompatible on the same year to their (own) national statistics and Eurostat. So that also goes into the number crunching. Do this for one airport is bad enough. Do it for Europe? We wouldn’t try that stunt again, now we know what we had to go through… And no, the commercial “solutions” are just as bad, so we had to do it “again” for our own database. So we use OpenStreetMap for the mapping. But for our layers, we compiled our own database of administrative boundaries, meanwhile mostly from national cadastre offices with own updates to make the maps match the population data.

Other variables

crystalballaviationplanningSo we take into account the airport size by passengers, defining (assuming) the “reach” of the airport. That’s also something variable, as in some areas there’s a lot of large airports (i.e. Germany to BeNeLux), other regions, airports are rather scarce. Spain for example has Madrid in the center and except for two minor airports all other airports are on the coast. To Bucharest a substantial number of people drive eight hours. We calculate ferry times, including standard waiting times, but what about ferries that go once a day and then you have 18 hours to wait for next days (once-daily) flight?

As I keep saying: Despite all the data we provide on flown passengers on that or similar routes, on passenger potential in the catchment area, etc., I disagree with the recent statement by Marc Gordien on his very good article on air service forecasting maths. To look into the future was, is and will be a look in the Crystal Ball. We can only minimize the risk for failure by providing (and using) the best possible data to justify our gut feeling. But considering myself a professional; when I see new bases opened by easyJet, Wizz or other airlines, I frequently find myself at a loss, would have never seen fit to justify the risk. Still, many of those routes work.

IcebergPrinciple

It gives reasons to consider the soft factors. Reputation. Ticket prices (and ancillary revenues). Frequency. Ethnicity. Commercial relations. Tourism. And many others. And my commonly used example where a regional airline opened up a route on a trice weekly basis, only just when they started making money to be cannibalized by a low cost carrier with bigger aircraft and less frequency, dumping the route in less than a year. Unfortunately, the regional carrier was gone, the route is no longer served. Data is not everything. But it helps to qualify the real cases and make sure you understand the risk taken on new routes.

BransonComplexityQuo Vadis?

Do you find something “weird” on our maps? Please let us know! There are still many mistakes and bugs and we constantly work on the database to improve the information we have. But we believe we now have a rather well working system, the bugs our users point us too are mostly either quickly corrected or (mostly) resulting from reasons beyond our control. And the results very nicely match the facts we get from other sound sources from airlines and airports to compare our results with.

We also work very hard trying to simplify our analyses, compile meaningful facts in the dashboard and provide the more complex detail on the analysis page. We discuss options to also interface the data with other tools, though currently, most of the established companies prefer to live in their silos ツ

brilliant, big (crystal) balls
brilliant, big (crystal) balls

Working with (sound) assumptions, the numbers help you to understand and qualify the potential and the risk, but there are exceptions, no matter how many work on the data to improve it. It will remain an ongoing development and ample room for improvements. And such we will gain better and better understanding of the facts. But we can’t read the minds of the decision makers: The paying passengers. We can only assume a likeliness from sound statistical analyses.

We do not replace a route analyst or airline network planner. But we polish the Crystal Ball(s) in use and provide real nicely shining and new ones to take a better look. Check it out.

Food for Thought
Comments welcome!

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