First Published on 24th April, 2018
Travellers tend to visit 35-40 sites before booking a vacation, a number which travel e-commerce players are trying to cut down by embracing an experiment-driven design process for their respective digital assets.
As much as airlines can benefit from being in the consideration set early on in the booking funnel, specialists point out that they aren’t doing enough when it comes to targeting the “second wallet”.
According to Iztok Franko, founder, Diggintravel, one of the two hurdles as far as ancillary revenue generation is concerned happens to be the lack of a user-centric (UX) mindset. The other challenge is - IT and platforms not being flexible enough.
As per the findings of the 2018 Diggintravel Airline Ancillary Revenue Survey, airlines are in the early stage of applying the conversion optimization process to ancillary upsell and cross-sell activities. “Without a real user-centric approach to digital UX, you can’t do any real digital merchandising,” says Franko.
In order to be adept at selling what travellers require for their trips, airlines need to perform user testing on a regular basis. Focus needs to be on agile quick development cycles, for which airlines need to be in control. As we talk of the cultural change, alongside roles such as marketing data scientist, product designer, cloud engineering etc., airlines need to embrace new ways of running a digital organization – can there be a culture of curiosity, learning and problem solving? Is there scope for experimentation? What is failure in quick development cycles and how the same paves for positive results? Some of the bigger OTAs such as Booking.com and meta-search engines such as Skyscanner have already made deep forays into the same. All of this is as important as airline-specific systems that are being considered for creating personalised offers or serving passengers at all touchpoints.
Ai Editorial: TicketHop, a start-up based in the U. K., intends to provide a workable solution to provide flexibility when it comes to change fees. Ai’s Ritesh Gupta explores how founder Laurence Shepley is dealing with an issue that tends to be annoying for passengers.
There are certain confrontational issues that are associated with air ticketing and one of them till date is costly airline change fees.
How much does it cost to change or cancel an airfare? What are the conditions that entitle a passenger to amend or cancel their reservation without paying a fee? These questions are common and ones that can leave a passenger disappointed or pinches their pocket in case they decide to change their original booking. It is common to see a full-service carrier in the U. S. charging a $150-$200 change fee for paid domestic flights.
“Change fees are a significant source of income for airlines: typically 2% of revenue. But they are resented by passengers whose travel plans can change for the best of reasons. Why not share the load and spread the cost across all passengers?” questions Laurence Shepley, founder of a U.K.-based start-up, TicketHop.
Sensing an opportunity, Shepley has come up with a venture in TicketHop. The company’s idea: Rather than getting hit by a penalty change fee, a passenger can pay 5% of the fare price to get cover. For a small % increase addition to the ticket price individuals who join TicketHop can combat uncertainty around their travel, if any. This way there is flexibility in the manner in which a traveller intends to fly. “We are unique in that we provide a workable solution to provide flexibility when it comes to change fees,” asserts Shepley.
TicketHop intends to introduce a small charge affordable for all the passengers and overall increase revenue generation for airlines. “The plan for the near future is to partner with an airline, so we can progress to building the software and put the idea into action, said Shepley.
Ai’s Ritesh Gupta spoke to Shepley about the new initiative:
Ai: Can you talk about the idea of setting up TicketHop? Was it from a personal experience that led you to start this venture?
Laurence Shepley: Before the name TicketHop, the idea was called ATEC (Automated Ticket Exchange Club). (It was planned as) a membership that allowed individuals to exchange air fares. It came about when Viagogo another ticket exchange system stopped serving Manchester United. Although not at all related to my idea, I remembered the ease at which individuals could get tickets for a match.
I then began to realise the need for more flexibility within the airline industry, especially when my family was hit by a large penalty to change flights with United Airlines. Why don’t the airlines make money out of something that people want i.e. more flexibility? As we know all airlines over a full fare which does offer this flexibility, however it is far too expensive for the majority. So, I concluded that individuals would pay for it so long as it was cheap.
Ai: How would it work for travellers? Can you cite an example in case of a cancellation?
Laurence Shepley: Let’s take James. He is going away in six months’ time, however a couple of weeks before departure he must change. He does not have to fear thou as he has his TicketHop cover.
Ai: So how would it work?
Laurence Shepley: James bought a ticket from an airline (let’s say worth £40). TicketHop then comes along and charges 5% extra (£2) it is cheap enough for James to get regardless of whether he is certain he wants to fly or not on that day. By getting this cover he becomes a member of TicketHop, which allows him to resell his ticket to another member of TicketHop only for the same price he bought it for. There is no profit, just his money back. This process is actually done by TicketHop on his behalf so there is no chance of any misconduct. In the case that no buyer at that time can be found he will receive a voucher from the airline to the value of 100% of the ticket to be used within 12 months with that same airline. This encourages the passenger to return to that airline.
We connect travellers with similar likes this maybe travel or hobby related. Once they have a common ground they are more likely to advise each other on what is a great place to visit destination wise. If say James encourages Ben to go and visit a hotel he has just been to, James could get a commission back from the hotel.
We ask the member what their favourite airline is when they first use the product. If they choose Air India for example, then we will advertise Air India flights on their app. So, all they see is Air India (this does not prevent them searching other flights on the app).
As for affiliate marketing, TicketHop will actively work out what products would best suit that member based on where they are going, which greatly enhances the likelihood of them purchasing. The member can also tailor the type of products that are being shown to them.
They are just some of the areas that TicketHop is looking to get involved in.
Ai: How is it going to enhance value for airlines?
Laurence Shepley: It will result in more revenue generation. As per our plans, 99.5% of the extra charge will be passed back to the airline. This will do more than just cover old cancelation fees. It will greatly increase revenue. By how much you may ask? £4 per passenger. Plus, this will result in more passengers. TicketHop will increase the number of passengers that the airline flies. Individuals will now be able to book earlier as they become more flexible. But remember the price is so cheap it is very unlikely that you will see an increase in people changing. After all people don’t book a flight just to change.
First Published on 17th April, 2018
Travel brands, including airlines, have been counting on chatbots to reshape the way travellers engage with them.
There have been issues with the way chatbots have performed, especially in the realm of “reactive” response or simply responding to whatever a traveller is looking for. For instance, it isn’t uncommon to receive an email for completing an unfinished booking and being directed to a chatbot for further action. Say a user has already finished a hotel booking, reaches the chatbot interface, asks a question about a local activity in the destination chosen and the chatbot is seemingly unaware of the booking funnel!
Ai’s Ritesh Gupta spoke to Jonathan Newman, Commercial Director at caravelo about the issues related to the performance of chatbots and how would the next-gen chatbots look like, considering that travellers expect communication in real-time and the expectations around human-like, voice bot conversation.
First Published on 11th April, 2018
Ai Editorial: Airlines need to look beyond transactions, and look at optimizing user experience (UX) design in order to be a part of a passenger's complete journey. Why? Because the booking of air is only one of potentially 30+ phases of travel, writes Ai's Ritesh Gupta
Airlines need to be connecting user experience with conversion rate optimization, but this isn’t happening today because most airlines don’t understand the relationship between the two.
"We are constantly seeing airlines spend 6 months to 1-year designing a new digital experience with an amazing digital agency, then they spend another year building this new digital experience, but by the time they have the new experience live it is 1-2 years old. This process can’t continue for airlines to be successful," says Mike Slone, Chief Experience Officer, Travelaer.
According to Slone, airlines need to develop a “fail fast” attitude. One that allows them to quickly produce new innovative digital experiences, launch them, observe successes and failures, revise the user experience, observe and measure, and then optimize and redesign again - this should be a constant process, not one that is started every few years after you realize that your user experience is old and outdated.
"Airlines are not agile enough and most are not willing to fail fast, thus they will always be behind until they change their internal processes to stay ahead of their customers," mentioned Slone.
Talking of agility, if airlines are gearing up for digital transformation then adding UX to the initial phase of this journey is critical as far as crafting digital experiences is concerned. If digital transformation is about serving the passenger in an earnest manner, then how to ensure airlines keep pace with emerging tech such as wearables, VR etc.? At its core, UX is about creating ease of use. So being agile, being equipped to create compelling, relevant experiences across all touchpoints, devices etc. is must. And that's where the role of a UX design specialist comes in.
UX Design in a digital organization
Airlines need to transform their business - right from taking a call to becoming a "digital-first" business to defining roles within the organization to embrace agility. Focus needs to be on encouraging a culture of curiosity, learning and problem solving, while providing clear direction and support, this is exactly what Air New Zealand believes in as a carrier today. The team embarked on their digital journey a couple of years ago, and continues to look at designing digital experiences. And for these they recruit UX specialists. UX design calls for a cohesive effort, one where a cross-functional team collaborates frequently on design needs for product discovery and delivery. One challenge that airlines like most enterprises from other sectors face is a lack sufficient UX resources. Carriers such as Air New Zealand are showing the way, as they are counting on UX Designers to shape the future "faster".
Organizations expect UX specialists to work in sync with others, for instance, with the product management team (often referred as the voice of an organization's customers). Working in an airline would entail crafting passenger-centric user journeys. A key part of their role, as stipulated by a job listing of one of the carriers, is to iteratively design products (via sketches, prototypes etc.), work on visual design outputs as well as content design. Working out implementation guidance and control the quality of the product user interface.
Experts point out that digital organizations are also looking at a layered user interface or UI framework that enables individuals with little or no design skills to rapidly bring together rich user experiences. User interface is termed as a collection of functional and visual patterns by which we perceive to be the UX of an application.
How UX specialist support agility?
As Slone pointed out, airlines are mostly followers, often only introducing functionality if the large tech companies have provided it and other airlines have already adopted it. This cycle of large tech providers not prioritizing investments in their booking engines and airline dependency on these providers has caused stagnation and lack of innovation in airline digital experiences.
On the other hand, digital organizations follow a “fail fast” attitude, and by allowing UX specialists to be a part of a development team and bringing them early on in planning ensures they deliver what a user will need to see and when. Since the passenger would drive attributes within the domain model, featuring UX early on would pave way for precise delivery, cutting down on rework for developers. It is critical to set up an innovative development team, and airlines need to avoid as much rework for all team members as possible. This way airlines can experiment and test new offerings faster across their digital touchpoints.
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First Published on 2nd April, 2018
Ai Editorial: There are many aspects that are being concurrently evaluated as airlines gear up for what all is needed to serve passengers in an earnest manner – content, data, analytics, technology, optimizing user experience (UX), embracing emerging industry processes etc., writes Ai’s Ritesh Gupta
As we inch toward the commencement of the 12th edition of Ai’s Ancillary Merchandising Conference, to be held next week in Edinburgh, Scotland, a number of exciting sessions await us. It would be fascinating to assess how airlines are transitioning into a digital enterprise. Some of the key areas that are going to be explored are:
1. Organizational structure: This aspect is often cited as major roadblock to being data-centric, be it for customer service or retailing. Airlines executives themselves are probing critical areas – is it time for airlines to split digital commerce from operations? Is an ecommerce/ digital business sitting under the same roof as operations curbing customer-centricity and data-driven retailing at airlines?
Airlines need to take the quantum leap into the future, combating organizational/ cultural defiance, limitation of this industry’s legacy technology and operational silos. It is worth assessing how certain airlines with a decision to appoint a team of digital leaders are progressing at this juncture. The roles include responsibility for accelerating transformation, facilitating decision making through analytics, making the most of cloud services, how to make the most of user experience and product development teams, cutting down on the threat or even negating the impact of cybercrimes, data breaches etc. Of course, an airline’s business continuity is of high priority, irrespective of whatever is being planned.
“Digital transformation goes really deep. It’s certainly not about assets, it’s not even about processes and methodologies. It’s about culture. The digital world brings significantly different complexity and speed as we are used to in the classical economy,” points out Marko Javornik, VP/GM Mobility and Travel, Comtrade Digital Services.
Also, airlines need to move swiftly when it comes to refining of their digital assets. Kevin O’Shaughnessy, CEO and co-founder, Indigo.gt indicates businesses could explore the possibility of appointing a project manner, responsible for “getting something done quickly and get out of the door in an agile way”. This is an interesting approach to product development for the airline project manager. So consider the option of “microservices for your own project”, in addition to big IT projects and other approaches to IT set up, says O’Shaughnessy.
2. Platform economy model: How to be a part of any 3rd party ecosystem and enable passengers to complete a transaction or even service them? How to make the most of 1st party data and blend it with data platforms of 2nd party or 3rd party partners to serve the passenger in the best possible manner? This is where airlines can benefit most from the platform economy model, leveraging widely available data in the context of each consumer’s journey. In such model, personalization and speed have proven to underpin value creation. Platform economics rely on open models and one major benefit is coming to grips with unforeseen synergies with partners. “Say, a consumer regularly orders a fresh food item, a dessert via an online retailer, and this same item is available on a flight. Can it be served to the same consumer on a flight? “With data, connectivity and the ability to map data, anything is possible,” said a source.
So airlines need to embrace open and accessible systems. This means that master data such as booking data, schedules, fares and profiles should be available for direct and real-time access for export to other systems and further it needs to be possible to update or enrich data by other third party systems. Certainly that is the job of IT vendors and travel tech teams are working on this with standardized XML technology, as explained recently by TravelSky Technology’s Lars Gaebler, Director - Marketing and Sales.
Also, from IT perspective, airlines are evaluating the possibility of incorporating new processes, such as IATA’s One Order, in their IT set up to come up with a consistent experience across the booking funnel. One platform that’s a blend of both offer and order management, standing out for business intelligence, passenger identification module etc. for a seamless journey (being aware of the current flight, current order, servicing needs etc.).
3. Delivering digital experiences: Airlines need to be where their customers are, which means going to them and bringing the airline brand and experience to the customer. This means allowing the user to book a flight with an airline directly from any platform or digital device, for example if your customers are mostly on Facebook allow them to book the flight on Facebook, not try to convince them to visit a website, says Mike Slone, Chief Experience Officer, Travelaer.
Also, airlines need to control the user interface and functionality on their digital experiences. The future of an airline’s digital success is building their own “best of breed” platform that can incorporate seamlessly the best travel tech products or modules into one experience, says Slone.
Airlines also need to be spot on with their respective experience designs strategies. If we only refer to mobile, airlines still have a long way to go, be it for design for various platforms (operating systems work with unique conventions and standards), apt onboarding processes, evaluating the context of mobile interactions, etc. The capabilities of a smartphone, along with convergence of IoT sensors, be it for interacting with objects, voice search, augmented reality etc. need to be factored in and accordingly deliver relevant experiences.
4. Machine learning, AI and open APIs: Airlines not only need to collect and capitalize on the 1st part data within their organization, but they also apply machine learning to better comprehend the journey the passenger is taking. In addition to this, by embracing API-first approach, airlines can connect with developers, technology partners etc.
Also, as airlines lend a new dimension to every interaction via chatbots, “digital humans” etc. they have a new touchpoint. On one hand, these assistants symbolize the core values of the organization they will represent but also they need to learn fast from a customer-facing role and make every interaction better. While a human computing engine, for instance, one introduced by Air New Zealand, thrives on emotional and artificial intelligence, is depicting emotional intelligence, organizations are also trying to count on facial coding or voice analytics in understanding how travellers feel or what their intent is. Say you choose to deal with a “digital human” and you are excited, you are in command. Even if this representative crosses the hurdle of answering basic questions that it is designed for, how about going deeper by blending bioanalytics in real-time and coming up with best possible answer in terms of making the most of the profile of the traveller (past history, preferences etc.), backed by apt business rules for content, merchandising etc. The blend of artificial intelligence, cognitive computing and emotional data could well lend a new dimension to ascertaining how a traveller “feels” and accordingly delivering the best possible customer service or an ad or a digital experience.
So there are new touchpoints, powered by AI, and there is new type of data (pertaining to travellers) that makes the puzzle more complex.
5. Being trustworthy: Even as airlines attempt to set up their respective core data assets, there is no scope for misuse of data. There is a need to be aware of registered consent when accessing customer data (so data coming from any touchpoint and system, the related computation or processing of data is to be done in sync with consent, assess how the data is being used, what data is being used and for how long that data can be used), address data audits in a speedy, exhaustive manner (say who has been accessing data) and ensure there is consent across all touchpoints (including integration with consent registration databases). The core data asset, say a customer data platform, needs to collect, manage, and store personal data responsibly. This is where the upcoming regulation, GDPR or General Data Protection Regulation, also comes in.
Hear from airlines, digital marketing and travel tech specialists at the upcoming Ancillary Merchandising Conference, to be held in Edinburgh, Scotland this year (9-11 April, 2018).
For more info, click here
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First Published on 29th March, 2018
Ai Editorial: Airlines should rely on the booking engine to do its job - connect users with flights and allow them to book it - but not expect a booking engine to build, develop, and maintain relationships with their customers, asserts Travelaer’s Mike Slone. He shared 7 key facets related to Internet booking engines with Ai’s Ritesh Gupta.
Airlines need to be in control of designing and setting up of the booking flow that they want, in sync with the digital retailing experience expected by today’s passengers. Besides being in command of the Internet booking engine, e-commerce specialists also need to factor other aspects, for instance, connecting user experience (UX) with conversion rate optimization.
But are airlines excelling in this arena?
Not really, asserts Mike Slone, Chief Experience Officer, Travelaer.
As a specialist in this arena, Slone points out that the role of travel technology companies isn’t just about selling an IBE.
“Airlines need to control the user interface and functionality on their digital experiences and often to do this they will need full control of their IBE, which most do not have today. The future of travel tech companies like Travelaer, should be to assist and enable an airline digital team with their IBE, not provide them with an IBE. There is a difference. At Travelaer, we are producing tools in a modular format via API or UI (user interface) that will enhance the user experience for an airline, but we don’t always expect them to adopt our entire IBE,” said Slone.
Slone spoke in detail about IBEs, why do they lag behind when compared with other industries and what airlines need to focus on:
1. Being a laggard: Airlines tend to be followers. They tend to introduce a new functionality if large tech companies provide it and other airlines have adopted it. This cycle of large tech providers not prioritizing investments in their respective booking engines and airline dependency on these providers has caused stagnation and lack of innovation in airline digital experiences. “A very clear indicator of the lack of innovation or evolution with IBE’s is to look at the booking or search widget found on every airline site. If you go back to 1995 and look at the first airline IBE, Alaska Airlines, you will see very little evolution 28 years later. Airlines are still using the same version of HTML form elements that were found on that site, still today. The form elements may visually look a little better today, but if you compare searching and booking a flight from 1995 to 2018, the structure and functionality is still the same. You’ve seen some new thinking and small innovations on sites like Virgin America, but the main tool for searching flights is 99% the same as it was in the late 90’s,” explained Slone. He added that when one compares the user experiences of an online travel agent site like Expedia to an airline site, the features and functionality found on the OTA sites and apps are often several years ahead of the airlines, if not beyond that. “For example, take responsive user interfaces and mobile applications- OTA’s and meta-search sites like Expedia and Skyscanner have had a responsive user interface for years, whereas most airlines today still don’t have responsive user interfaces, much less iOS and Android mobile applications,” he said.
2. Lack of effort of to improve the UX: Another example where airlines are not evolving fast enough is how they merchandise and price their products. From user research and testing, Travelaer has found that customers across the world don’t respond well to the multiple fare class grid (often 6+ options) presented on most airlines sites. “Customers don’t know the difference between Eco Light, Eco Normal, Eco Flex, Premium, Premium Flex, Business, and Business Flex, etc. This presentation of airline products is not user friendly and when evaluating the amount of time customers spend on an airline website, the majority of their time is spent trying to figure out what the benefits or lack of benefits that each fare class contains,” said Slone. “This user experience nightmare is a byproduct of the pricing and IBE technology that is available to airlines today, again often coming from the larger travel tech companies.”
3. Change is must: Unfortunately, the words “evolution’ and “innovation” typically don’t belong in the same sentence with airline-specific Internet booking engines, says Slone. He pointed out that if there is any innovation or evolution happening with IBE’s it is often on top or around them. “A big shift you are seeing now is that IBE providers are investing in API’s that allow airlines or partnering software developers to build their own user interfaces or applications on top of their outdated IBE’s. This is a big shift from the past where the tech providers wanted to control the user interface of airlines. But, this change with the tech providers is not because they want to be innovative, but rather airlines have complained for 10+ years that they don’t have the flexibility they need in the user interface to provide a quality user experience. Many airlines think the way of the future is to build their own teams in-house to take over the user interface on top of these API’s, but are finding it more difficult and costly to integrate them than originally expected.”
4. In-house digital teams at airlines: Slone highlighted that most of the evolutions in airline websites are not coming from the IBE, but rather the user interfaces and products developed around the IBE to surpass their limitations. These innovations are being spearheaded by the airlines themselves and very rarely the large tech company providing the IBE. “We’ve seen this in our customers like Icelandair and Finnair who have built their own digital teams in-house. They are following the lead of companies like Ryanair and EasyJet (these airlines have set up large UX and development teams in-house that design and build their IBE’s).” He added that airlines are starting to see the importance of expanding the types of products they can sell beyond one-way and round-trip and they have realized that creating digital systems to make online booking easier will help them add more revenue. If any investment is going into IBE’s it is allowing airlines to sell complimentary products better such as ancillaries.
5. New functionalities: Airlines have been working on simplification of platforms, introducing options for booking complex stopover itineraries, enabling accessing of a shopping cart from different devices etc. Considering the significance of stop-over for Icelandair, the team at Travelaer developed a new type of booking widget that would take the complex multi-city format needed for stop-over bookings and make it user friendly and simple. The team chose to combine a mapping element connected to the booking widget to display the customer itinerary and timeline on the map, so that users could visualize what they were booking before they ever left the booking widget. “We also knew that one of the top user errors were linked to flight availability and the customer choice of dates from the calendar, so we solved this problem by connecting pricing and availability directly to the calendar, which didn’t allow a customer to choose date in which there were no available flights. We further simplified the experience for the user by asking them questions about stop-over instead of them having to fill out numerous forms. These simple UI and functionality changes made a huge difference for Icelandair. The airline saw their stop-over bookings online dramatically increase after we launched the stop-over booking widget and engine,” said Slone.
On another note, pertaining to differentiation, he said, “Airlines need to improve their ability to offer persistent login to their customers across multiple sites, much like Amazon or Facebook. When you visit Amazon or Facebook, you are never prompted to login, you are almost always logged in unless you are accessing credit card or other sensitive information. Airlines need to adopt this same approach to make it easier on the customer to enter an airline site, track what they are doing, and then engage with the customer outside of the IBE in the places they want to communicate.”
7. Preparing for the future: The future of an airline’s digital success is building their own “best of breed” platform that can incorporate seamlessly the best travel tech products or modules into one experience, said Slone. “Relying on one IBE or one travel tech partner is often a mistake because the airline is held back by the abilities of one provider, when they could be advancing by working with multiple providers. Some airlines will always want the “easy button,” but the innovative airlines will push beyond the spoon feeding that happens from the large travel tech providers,” he said. “For most airlines, their focus should be less about their IBE and more about what happens after an air booking – “Manage Trip” and online check-in are the best places to develop a great relationship with customers as well as increase revenue from them who booked with an OTA.” He also added that carriers need to be connecting user experience with conversion rate optimization, but this isn’t happening today because most airlines don’t understand the relationship between the two. Plus, airlines need to develop a “fail fast” attitude. One that allows them to quickly produce new innovative digital experiences.
Hear from experts at the upcoming Ancillary Merchandising Conference, to be held in Edinburgh, Scotland this year (9-11 April, 2018).
For more info, click here
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First Published on 9th March, 2018
Ai Editorial: How is digital transformation coming along? Is there any tangible process or outcome from all of this? Airlines are showing progress, writes Ai’s Ritesh Gupta
Expectations of a traveller when they shop or travel with an airline revolve around value exchange and trust, and even saving on time especially considering that planning a trip can be a laborious task. This isn’t really new when we talk of what typically a consumer would look from any product category. But meeting such expectations isn’t easy in today’s era where brands are trying to make the of every data trail that a traveller leaves behind or how they are embracing technology.
As underlined by OpenJaw, businesses have to transform themselves in order to thrive in the digital age.
Here we evaluate how airlines are responding:
In one of our recent interviews, Kevin O’Shaughnessy, CEO and co-founder, Indigo.gt acknowledged that there is a lot of pressure on airlines to deliver new experiences to passengers. For instance, if an airline intends to target a traveller with an ancillary product then it would need to gear up for the real-time delivery of content as per the phase of the journey of the traveller, the device being used, purchase history plus clicks related to the latest transaction (or even cart abandonment) if any that indicated interest in an ancillary offering etc. So who would be responsible for making the most of personal data? How to ensure the custom integration work is in place in case of a headless architecture since the front-end and the back-end are disconnected (otherwise personalized content won’t be possible) etc. There is a need to define new roles to capitalize on the journey of digital transformation.
Hear from experts about digital transformation at the upcoming Ancillary Merchandising Conference, to be held in Edinburgh, Scotland this year (9-11 April, 2018).
For more info, click here
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First Published on 6th March, 2018
Ai Editorial: The option of going “off-PSS” is being explored as airlines gear up for data-driven retailing plus servicing via all of their touchpoints. How are technology companies responding, probes Ai’s Ritesh Gupta
Over a period of time certain processes were created for running airlines and as a result, the industry today is run by complex processes.
For example, order and payment processes don’t tend to feature in the same systems. Carriers have two distinct ways for identifying the same transaction: the PNR (the order, used for operations and fulfilment) and the electronic ticket, a confirmation of the payment mechanism. As Triometric also explained in one of their blog postings, different legacy systems – an operation’s (reservations) system and a financial (payments) system – are still being separately maintained. Today much of the data in PNRs and ETs is replicated, as there are two distinct processes, airlines end up performing a reconciliation process in the back office. And what if an ancillary offering is bought direct whereas the air ticket was purchased through an intermediary! Hopefully these processes are going to be simplified in the future.
One area that is being looked at is refining of the order management process, through the concept of a single customer order record. According to the IATA, this would capture all data elements obtained and required for order fulfillment of air travel. The plan is to do away with multiple reservation records as well as e-ticket/EMD concepts to be replaced by a single reference travel document. So the plan is to work out one simplified and standardized order management process.
So how do the emerging One Order Management and Offer Management systems/ platforms work with the existing technology?
“As technology specialists craft new offerings, it is being witnessed that these emerging systems are going to work along with the PSS. “This integration is a big point of discussion in the industry today. Today most of the new solutions around Order and Offer Management are working alongside the traditional PSS (so that the operational aspects of managing the airline such as managing check-ins, notifications to the government, security etc. remain undisturbed). The new solution does the bundling, packaging, personalization etc.,” said a source. “But most of the “newer” generation PSSs, the likes of Radixx, Navitaire, IBS…are indicating that One Order Management and Offer Management can be done along with the PSS. And this is going to be interesting, how this shapes up over the next few years.” The source further added, “In general, technology companies that are working out One Order Management and Offer Management within the PSS are the ones that have been “largely” associated with the LCC set up.”
Those technology companies that don’t own the PSS have been working on a platform that’s a blend of both offer and order management, standing out for business intelligence, passenger identification module etc. for a seamless journey (being aware of the current flight, current order, servicing needs etc.). It would also mean that the platform, running in parallel to an airline’s PSS, would feature complete PSS booking connectivity and document process capability, converting PNR into “orders”. So PSS would pass on information to the NDC platform, where master record would be stored. The blend counts on historical details provided by the order management system and this vital, real-time business intelligence is leveraged in personalisation of offers.
But what about converting PNR into “orders” within the PSS, is it possible? “In case of a PNR-based system that has been around for three decades or more, it is going be very hard to do the same within the system. In case relatively new architectures are involved, then the same can be streamlined much faster,” mentioned a source.
New offerings are being planned. The recent launch of TravelSky Technology’s QUICK Passenger Retailing System (PRS), a hybrid system that encompasses features from a traditional Passenger Service Solution (PSS) and blends them with e-commerce tools is a tactic to capitalize on the emerging opportunity of retailing. This system has been created from the beginning, and at a time when NDC and OneOrder are gaining prominence, according to Lars Gaebler, Director - Marketing and Sales QUICK PRS, TravelSky Technology. The new launch, one that has been in making for two years, has been worked out for medium- and small-sized carriers. The QUICK PRS is ready to move away from traditional passenger name records, electronic tickets etc. and similarly, it features XML API based on NDC. “Our system considers orders rather than e-tickets,” says Gaebler.
How are the likes of Amadeus, Sabre, Travelport, TravelSky, Farelogix, Datalex, JR Technologies, OpenJaw Technologies, IBS Software etc. gearing up for new processes and accordingly shaping up their offerings? Hear from experts at the upcoming Ancillary Merchandising Conference, to be held in Edinburgh, Scotland this year (9-11 April, 2018).
More details on that here: www.AncillaryMerchandising.com
Follow Ai on Twitter: @Ai_Connects_Us
First Published on 23rd February, 2018
Ai Editorial: Facial coding or voice analytics can definitely help in understanding how travellers feel or what their intent is. But the key question here is - with advancements in science, technology, data, devices etc., how to bring in a tinge of realism for all of this to work, writes Ai’s Ritesh Gupta
Understanding heart rate variability while browsing hotels on a website or ascertaining the emotional engagement of a traveller during an interaction with an in-flight attendant is fascinating to say the least.
How all of this, which is a part of bio-analytics technology, can shape up a conversion or a travel experience is one area that can’t be ignored.
IoT devices typically send more data than the average technical product, this means such data has to be processed and analyzed in real-time. Think of smart sensors that allow users to track data such as heart rate, skin temperature, and activity levels on connected devices, and what all can be derived about users of these devices in the future. Adobe recently highlighted the utility of evaluating “mood” based on voice analytics as well as a reaction based on facial recognition. So how about analyzing the reaction of a human being even as they interact with a digital asset? Adobe recently referred to a “rising heartbeat” and a “change in body temperature” in response to an ad or a piece of content. There is already reference to algorithms analyzing how people feel about an ad by tracking their facial expressions. The prowess of emotional data can really lift an experience to another level.
The ability to analyze and visualize an emotional response and counting on it as a metric in the digital world is too tempting. This way travel brands can go beyond usual metrics such as clicks or time spent on watching a video to understand the intent of travellers. Of course, keywords or clicks can ascertain to an extent what the user is looking for, but the mechanism needs to be refined especially considering how today’s devices are streaming data.
Knowing a traveller better
The way emotional data can contribute in a positive experience or a conversion is fascinating. The source of data could be wearables, facial recognition technology etc. going deeper into every profile’s heart rate, electrodermal activity (variation in the skin conductance), facial reactions etc.
Say a traveller is keen on finalizing a destination or a hotel room for a holiday. This travellers watches loads of photos, videos etc. and there are few places that fall in the consideration set. What if there was way to know which content resulted in joy or surprise or even a smile? Can the capturing of facial expression and behavorial data (the way mouse is used, pattern of clicks etc.) be co-related to the response to the content what one came across?
Consider following possibilities:
Bringing in realism
Considering Robert Plutchik’s psychoevolutionary theory of emotion (eight primary emotions—anger, fear, sadness, disgust, surprise, anticipation, trust, and joy), it is by no means an easy task to incorporate the same into the world of retailing, especially all of this in real-time. Still how travellers react emotionally while using a touchpoint or app is worthy of evaluation. All of this becomes more important considering that airlines, hotels, OTAs, meta-search engines etc. are also experimenting with VR technology, chatbots and even emotional and artificial intelligence-powered “digital humans” (Air New Zealand chose one to impress guests by answering questions about New Zealand as a tourist destination).
The question here is - with advancements in science, technology, data, devices etc., how to bring in a tinge of realism for all of this to work?
Say you choose to deal with a “digital human” and you are excited, you are in command. Even if this representative crosses the hurdle of answering basic questions that it is designed for, how about going deeper by blending bioanalytics in real-time and coming up with best possible answer in terms of making the most of the profile of the traveller (past history, preferences etc.), backed by apt business rules for content, merchandising etc.
The blend of artificial intelligence, cognitive computing and emotional data could well lend a new dimension to ascertaining how a traveller “feels” and accordingly delivering the best possible customer service or an ad or a digital experience.
Hear from experts about data strategy and making the most of the same at the upcoming Ancillary Merchandising Conference, to be held in Edinburgh, Scotland this year (9-11 April, 2018).
For more info, click here
For Ai’s 2018 Events, check - www.aieventdates.com
Follow Ai on Twitter: @Ai_Connects_Us
First Published on 15th February, 2018
Ai Editorial: For one to reap maximum benefits from artificial intelligence (AI), machine learning (ML) and deep learning (DL), there has to be a meticulous acquisition of data, making it worthy of use, further propelled by “training” and “re-training” of models to deliver, writes Ai’s Ritesh Gupta
It’s pulsating to assess how the ever-improving statistical, data-driven systems and algorithms to interpret patterns in data sets can shape the future of every interaction, every experience with travellers.
Considering the fact AI and machine learning demand substantial time and proficiency to get going, airlines need to lay a solid foundation for their respective data strategies. But that doesn’t tend to be the case with this industry.
“Airlines (over the years) have largely focused on safety and operations, running their operations. Even as certain carriers have made progress with their data strategy to refine their merchandising, customer service etc., typically in case of mid-size airlines they still “don’t know who their customers are”,” points out Binay Warrier, Head of Business Development, Loyalty & CRM, IBS Software Services.
And among those who initiate data-driven decision-making, “some operate a basic CRM to support their marketing function”. “One issue that has been with airlines is usage of different systems for booking data, at the airport (such as departure control system) etc. So, if interactions happen at the airport or transactions take place, or even data is available based on the in-flight experience, all of this is disjointed, doesn’t give one picture of the traveller. If one were to assess the airline purchase journey, there is shopping around not just fares – but also destination, scheduling, air- and non-ancillaries etc. The booking window varies considering leisure and business travel. Airlines are in a unique position where they hold a relationship in a transaction for the lengthiest amount of time,” said Warrier. As it turns out, there is an opportunity to communicate, right from dreaming to booking to consumption of the product to the post-travel era.
And this can be meaningful only if data is captured, pooled, processed, analyzed, visualized and action is taken in methodical way, and for that a data platform is must.
The ultimate goal is to bring together multiple identifiers and connect them to work out a unique traveller profile.
Key aspects are as follows:
Preparation: Readiness is an issue, as availability of data doesn’t mean that it would result in insights. “In case of carriers that have been around for a while, it is not easy to embark on a data strategy by leveraging an available platform. The way they (airlines) are handling data today it is not easy to take information out of that, process it, store it in a way for serving a future purpose/ running analytics on that. That’s an important aspect, plus can be a costly affair too. So that’s where data cleansing, deduplication, integration, pool management etc. comes into play. Also, a gap analysis or missing pieces of action needs to be factored in,” mentioned Warrier. It is also asserted that an organization needs to be ready for issues around data quality, metadata management, access, sharing, ownership, security etc. This also needs to be considered along with data strategy plan, change management, execution, testing and learning, and measurement metrics etc. Critical questions that need to be answered include data ownership, ascertaining the quality of data, refining of data architecture etc.
Capturing data: The sum of all interactions/ requests can only be incorporated in a profile if data is captured. An airline needs to unify data from several sources – CRM, from staff/ call centre interactions, booking flow metrics, purchase data, from social applications etc. “Profile data, transactional data, mobile and social data – these are basic requirements for setting up a profile,” mentioned Warrier.
Today’s data platforms are capable of storing data from any internal or external source, as well as unstructured data. Overall, airlines should be able to integrate, cleanse, standardize and dedupe data to create a single view of the traveller by merging all of the available online and offline data.
As we highlighted in our article earlier this week, JetBlue today is able to aggregate a single view of the customer (on service channels). So all interactions (say featuring a JetBlue account on Whatsapp, Facebook Messenger, Instagram etc. or an interaction at the airport or with a call centre executive) are captured and aggregated into a single conversational view of a customer. If a conversation takes place between passenger at the airport and the airline staff, then how about analyzing the same without any privacy issues? Today, as IBM asserts, technology is in place to “capture the audio of the conversations and run speech-to-text and tone analysis directly on the device, thus completely avoiding sending any sensitive data to the cloud”. Essentially what is being done is “tone analysis” and this can be equated with attributes like happiness, sadness or anger. Such insights can go a long way in coming up with a relevant recommendation when the passenger interacts or attempts a booking next time.
Working on data: Cleanliness of the available data would decide the efficacy of the whole exercise, with key to same being cutting down on the size of the data set and paving way for algorithms to examine the same. Other areas include refining the integrity of the data as well as doing away with irrelevant/ pointless information, which is part of transformation. “De-duping, cleansing is fundamental to identify the unique customer (find missing and inaccurate parts of the information) are the main starting steps…you may run algorithms or even incentivize the customer to share correct information,” mentioned Warrier. And then curation is equally important. So it could be about blending – demographic information, online behavior (website visit, purchase etc.), in-app behavior (sessions, last opened etc.), email interactions, social media activity and offline interactions.
A core objective is to assess the flow of travellers and that data across their journey. This way an airline can evaluate where internal or technological silos may exist that affect the passenger experience.
Also, data platforms work in conjunction with marketing software, plus pull or push results to 3rd party reporting and visualization tools. Plus these data platforms, blended with AI and ML, result in identification of patterns and the likelihood of certain behavior. After working out profiles and evaluating identities across devices, travel companies can:
Hear from experts about data strategy and making the most of AI and ML at the upcoming Ancillary Merchandising Conference, to be held in Edinburgh, Scotland this year (9-11 April, 2018).
For more info, click here
For Ai’s 2018 Events, check - www.aieventdates.com
Follow Ai on Twitter: @Ai_Connects_Us