First Published on 8th June, 2017
Ai Editorial: When mobile pages load fast, users are likely to stay on a travel site for a longer period. Ai’s Ritesh Gupta takes a look at how travel search site Wego.com is counting on Accelerated Mobile Pages or AMP to deliver on this count.
Fast loading of a site, quick browsing, express checkout…speed is an integral part of digital commerce. All of this needs to be delivered diligently on mobile, otherwise travel e-commerce brands are going to suffer. If any session is time-consuming, users don’t stay on a travel site and drop-off.
Airlines need to look at areas like what shoots up the probability of a mobile site visitor bouncing off depending upon the page load time or how compressing of images and text can improve the performance.
Stepping it up
In this context, the progress made by Google’s open source initiative called Accelerated Mobile Pages (AMP) is coming to the fore.
Before we delve into the efficacy of AMP, it is clear that Google’s prowess isn’t just about few tools. For instance, one timely notification about your trip – about pricing, destination content, flight itinerary etc. – is enough to keep on using Google.
Concerns have been raised about Google’s rising dominance. In case of AMP, it has been pointed out that the power of the web lies in its decentralization and AMP should be rejected. In a sector-specific issue, airlines have been cautioned against collaborating with Google for initiatives like booking within Google’s domain or not provide any critical data that makes Google even more powerful. But it all boils down to who is serving user the best, and if Google can in any stage of the booking funnel, then brands tend to go with the flow.
Mobile web experience
So how AMP is delivering? Why it is important?
In a recent AMP conference, travel search specialist Wego shared its journey of mobile web development, and how AMP solves issues related to speed. Page-load speeds came down from more than 11 seconds to less than one second. AMP pages are stored in Google’s cache servers and load in milliseconds.
First the team explained mobile web is indispensable in certain markets, where users struggle to download or retain the company’s app.
Singapore-based Honey Mittal, SVP, Product at Wego.com underlined that in its key markets (biggest market is the Middle East, followed by Southeast Asia, India and North Asia), the team has experienced the best and the worst of the mobile world (operating in 52 countries). “70% of users come from mobile (combination of app and web), and in certain markets like India and Indonesia this can go up to 90% as well,” said Mittal. He said markets like Singapore, the UAE, Taiwan Malaysia and Hong Kong feature users with high-end mobile devices, and stand out for their respective mobile networks. At the same time, there is also a big chunk of users using relatively cheaper or low-end devices (with price as low as US$50) and some of the worst mobile networks in the world. The team brings down the size of the app to 10-20 MB even while supporting 38 languages. Challenges in emerging markets include:
- Jostling for space in a handset with 500MB storage capacity and not making the cut due to preference given to daily apps or other areas like photos, videos etc. being preferred over a travel app.
- Another hurdle is slow network, say 2G, which eventually results in abandonment despite optimization of the size of the app and supporting multiple APKs (different APKs for an application are each targeted to different device configurations, Google Play allows one to publish multiple APKs under the same application listing). So reacquiring this user is an additional cost for the company.
So mobile web plays a key role in such markets and also where Google Play isn’t popular or even blocked.
Then Mittal went on to explain the mobile user journey.
He referred to the core web app experience – comparing, zeroing down after filtering and sorting, and then the user is ready to be diverted to a partner site.
Acquisition happens on static landing pages, called airline pages or airfare pages – featuring different combinations like city to city, city to country that cater to search queries like cheap flights from one place to another. These objective pages with information about historic prices, destination-related content etc. entice the user to do a live search on web app and eventually directed to a partner site for a conversion.
Issues with this flow – load time associated with static pages, so the marketing expenditure incurred on links wasn’t yielding best results. It used to take 10-15 seconds for a page to download. And even if landing page used to open, conversion rate wasn’t up to the mark as there were issues with web app experience, too. This was proving to be inferior to Wego’s native app experience. “It was a responsive site, but not fully optimized for mobile,” shared Mittal, explaining that same code base as worked out for the desktop site, and also the same set of APIs were used for mobile as well. So designs weren’t tailor-made for mobile users. Also, as can be the case with an e-commerce site facing problem of too many trackers for attribution – tends to slow down a mobile site’s performance.
What Wego chose to do
Wego not only decided to go for the launch of AMP pages but chose to re-visit the entire flow in the second half of the last year. Wego opted to set up a PWA as well as specific APIs for mobile plus one source of tracker for being the single source of truth (enable all tracking on the server side). AMP pages were set up for popular static pages.
The team chose to make AMP pages, and since these pages were also catering to desktop users, the team wasn’t sure of what to do with AMP for desktop users, so older pages were also there as the chronicle versions in conjunction with the AMP pages designed for popular static pages. Also, the plan was to make smooth transition from AMP pages to PWA (engage users initially via AMP pages and PWA would help users compare travel deals before completing bookings) – the team used the AMP install service worker, for initiating PWA in the background.
User experience impact
AMP is fast – tried on different networks, different devices, asserted Mittal. When served directly Google AMP cache is less than one second load times for the first meaningful interaction.
There were important gains in terms of page load speed time.
In terms of limitations, he explained: A user is required to do a search, so certain pieces of information are required - departure city, destination, dates, so users are provided with text box search and auto-complete option. For example, if a user types “LON” for flight search, one would expect options related to London (Heathrow, Gatwick, Luton etc.) AMP didn’t support that. Mittal also referred to calendars being an intricate part. Since Wego operations in the Middle East region, too, there is a need to support various calendars for different languages like Persian, Arabic etc. (calendars like Hijri and Shamsi are needed to be displayed in addition to Gregorian). Displaying weekends, public holidays, school holidays etc. is also important as users check on them while planning a holiday. Weekend is different, say Friday and Saturday in the Arab countries, Thursday and Friday in Iran. “There were gains in terms of speed, but certain areas of comprises in the user experience arena based on form filling criteria. So the team chose to do testing of form filling on PWA and assess if “gains outweighed the losses”.
New end-to-end user journey:
- Better acquisition with AMP landing pages
- Initiation of transition from AMP to PWA
- Superior form filling experience on PWA
- App-like experience on PWA – users acquired from Google, reach on AMP pages (user can enter dates, say for hotels or call to action) to moving onto PWA and live search results in live results.
First version of PWA was launched in three months (end of December), then two weeks later introduced first set of AMP pages, also worked on APIs and tracking mechanism, and user acquisition tests.
Conversion rates to partner sites went up 95%, and search-to-conversion rates improved 49%.
As for paid marketing results, Mittal shared that early results showed CPC and CPA going down by 10-19%.
Google is already planning to bring the speed and performance of AMP to advertising, and advertisers are now looking at the speed of AMP for their paid campaigns in AdWords.
Follow Ai on Twitter: @Ai_Connects_Us
First Published on 2nd June, 2017
Ai Editorial: It might be only a handful of them, but airlines are reassessing their commercial strategy, embracing data-driven merchandising and artificial intelligence. This marks a welcome change, writes Ai’s Ritesh Gupta
Airlines are often criticised for not evolving fast or not being “agile” enough to embrace change. And this evaluation is fair enough considering what all can be done to serve today’s omni-channel, connected shopper.
But airlines are changing. Rather than looking at how many carriers are attempting to progress or the pace of change, it is worth noting what’s evolving. The list includes distribution, merchandising, automating customer servicing and booking via chatbots etc. These initiatives aren’t only about customer centricity, but they can also result in cost cutting. Here’s how:
· Commercial strategy: It’s been two years since airlines of the Lufthansa Group announced their distribution cost charge of €16 for every ticket issued by a booking channel using GDS. A lot of discussions ensued about this bringing in a change.
“There are so many tightly integrated processes in this industry… the combination of an organization owning PSS plus GDS is a dangerous combination,” used to be a common response from senior executives from the industry. But now the future of “full content agreements”, the role of GDS, airlines controlling their offer etc. are being discussed and even scrutinized in detail. And now with British Airways and Iberia stating that fees of €9.50 (per segment surcharge) will be levied on bookings not made via the airlines’ own websites or direct sales channels (exempted list also includes NDC connected channels and self-booking tools connected via NDC), airlines are trying to go for clear cost differentiation in the various booking channels. One of the reasons behind this move is to ensure as owners and providers of core offerings, carriers’ don’t compromise their “earnings”.
While it is pointed out that NDC or New Distribution Capability, an IATA initiative for the adoption of a data transmission standard initiated in 2012, didn’t trigger any change in commercial strategy of airlines, the fact remains that airlines also have been working on plans to let their sales partners connect to their IT systems directly based on the IATA data standard NDC. Paul Byrne, SVP Development at OpenJaw Technologies, says one aspect of NDC is for the airline to “control and create the offer, understand their customer and deliver relevant Offers that will enhance their travel experience”. He added, "NDC is about being able to offer better content, contextual content (to very channel) and a better customer experience by ensuring consistent content across all channels."
The role of GDS could morph into being an NDC aggregator, acting as a conduit by passing on the request to the airline which would then know who the customer is and make a personalised Offer (rather than the GDS constructing an anonymous Offer and merely checking the airline PSS for flight availability, as is the situation today).
Overall, distribution of ancillary products is opening up. For instance, today meta-search engines for the first time are letting travellers pay for their preferred seat on certain carriers via their site. Previously, this could only be done on airline.com.
· Data-driven merchandising: OpenJaw’s Byrne also points out that NDC is facilitating distribution of existing and new products via the indirect channel in a much more timely manner, an avenue that wasn’t previously available. NDC will enable airlines to become better retailers – better use of data for increasing the conversion rate, coming up with relevant and contextual offers, etc., all of it getting extended to the indirect channel. For their part, British Airways have underlined that NDC will result in better service of customer needs with their ancillary products (for instance, pre-book additional luggage), faster access to new offerings, view product features for a true product comparison, etc.
There is a realization that technology isn’t an issue - rather the drive or willingness to do it is the biggest hurdle. The entire organization has to support retailing. Airlines are becoming smarter with merchandising techniques. Yes, airlines need to focus on design, content, frictionless checkout, personalisation etc. to come across as a facilitator of travel essentials. But there is no need to do “heavy-lifting” all the time - like analytics for certain initiatives, maybe cohort analysis or access to data related to a holiday is enough to sell ancillaries (opening up of PNR data). For instance, as we highlighted in one of our recent articles, certain carriers are going ahead with their “pre-order” service, offering shopping of duty-free in advance. Airlines experience a €70 average order buying, very often with a 15% conversion. Airlines should look at such conversion rate rather than worrying about .5% fulfillment error!
From data and technology perspective, merchandising is being increasingly driven by optimization of data – transactional data, contextual data etc. Airlines are already relying on merchandising rules that control their business model, and as algorithms become more proficient, rules would become sharper and offers created would result in better conversion rate.
Artificial intelligence (AI): Airlines can personalise, but without AI, without an ongoing conversation to learn from, customers and airlines can’t realize the value of true personalisation.
“Similar to the way Uber brought the idea of ‘everyone’s private driver’ to the world, chatbot technology allows the idea of ‘everyone’s travel concierge’ to come to life,” says Jonathan Newman, commercial director at Barcelona-based Caravelo. The company recently introduced a transactional chatbot (via Facebook Messenger), Vale, for Mexican carrier, Volaris.
Customer service and bookings are two facets that are starting to stand out. The industry is bullish about chatbots learning fast enough to serve travellers better. No reason why chatbot can’t take an order for a meal in an aircraft, or convey whether the flight is going to be on time or not etc. Airlines are starting to count on chatbots to capitalize on the usage of messaging apps in today’s API economy.
Other than commercial strategy, initiatives such as merchandising and AI can also result in cost cutting.
For instance, the pre-order service shows technology and merchandising can also reduce waste. “Many airlines accept a 35+% food wastage, with preorder of food not only do you reduce waste but you can offer a more appetizing range of food which will increase the demand and revenue. Fewer passengers will buy food before they get on plane! When you know and see what is being demanded you can respond as well,” says Paxport’s CEO Tony Barker.
Similarly, with the efficacy of AI and chatbots, airlines can automate 1/5th – 1/4th of the tasks done by contact centre staff. Of course, automation of the customer service workforce would take time but by offering travellers a channel within the platform (like Facebook Messenger) they prefer and cutting down on certain operational expenditure there is definitely a case for building on AI.
Be it for differentiation of their products, being in control of offers, cost differentiation, cost cutting or serving customers better than before, airlines are evolving. There might be only a few of them in most of these areas, but at least the change has been initiated.
Follow Ai on Twitter: @Ai_Connects_Us
First Published on 29th May, 2017
Ai Editorial: The latest incident featuring British Airways in which the carrier’s flights faced massive disruption indicates that this industry needs to learn how to ensure their core systems and applications shouldn’t ditch them whatever may happen, writes Ai’s Ritesh Gupta
IT failure, computer glitch, power outage…these are becoming dreadful words for airlines.
Flights getting cancelled for days put a huge question mark over contingency plans and the current state of business continuity planning at airlines. The extent to which British Airways has struggled, with its impact running into the third day now, exemplifies the issue this industry is facing at large. Delta, Southwest Airlines, United…all have been news in the last 12 months or so, featuring in cases where either passengers have been stranded or faced delays owing to such problems.
In case of British Airways, the CEO of the airline, Alex Cruz, told Sky News the IT outage was owing to “a power surge that affected messaging across their systems”. He has also been quoted as saying there wasn’t any indication of a cyber attack as per the initial inspection.
Unlike the recent fiasco at United where a passenger was violently dragged out of the aircraft in the U .S., British Airways has at least attempted to handle the situation better with Cruz featuring in two videos in the first 74 hours. Not that there wasn’t any backlash on social media, still owning up what happened and what to expect at Gatwick and Heathrow airports was a sincere attempt to offer a realistic update. Of course, with their core offering getting disrupted in such a gigantic manner, British Airways would be required to offer an explanation, not to speak of the brand taking a beating and substantial monetary loss owing to this incident.
Digging core issues
In case of British Airways, it needs to be evaluated how a power failure can result in a disaster of such magnitude. Why was it so challenging to recover?
It needs to be ascertained what typically can be issues that have impacted the likes of Delta and British Airways.
At a basic level, evaluate computer programs, the servers backing the running of applications and also what sort of infrastructure is backing these servers.
It is clear that the industry is falling short on one count – in order to avoid computer failures airlines must ensure there is availability of reliable electricity sources to start off. “Airlines need to look at what can result in data centre power outage and what’s in place to overcome such issues. What sort of infrastructure is required to ensure a failure doesn’t convert into a massive disaster? Is cost cutting a fair enough reason to avoid a failover site? In case, requisite power to the servers and applications isn’t reaching out, then what’s the backup plan for running operations? Airlines need to count on a different group of servers and applications, and the location of the same needs to be chosen upon in a diligent manner,” explained a source.
What can be done to simulate failures, especially ones that are already causing huge disruption, and how to ensure this doesn’t happen again. It is not that airlines haven’t done anything to gear up for such unforeseen events, but sometimes back-up plans fail to reach where they are needed. In case of a big airline, it was reported that data centre operations weren’t aptly configured for available back-up power, and as result, there was an IT system failure. “An unforeseen incident could be owing to a strategic alliance, where applications are not necessarily designed for failover, or could have been updated. So a disaster recovery plan needs to be worked out accordingly,” added the source. Even for the disaster recovery site, experts recommend that there needs to be same equipment from the same vendor, and ensure same policies can be simultaneously installed on security devices on both sites. “It is time airlines sharpen their probability of failure for any set up. Be it for past record or failure data of similar equipment, including the right benchmark for performance of the whole infrastructure, needs to be in place.”
Another question that has been doing rounds for years now is the efficacy of legacy code or mainframes? Is it true that disaster recovery procedures are difficult to be applied on legacy platforms? Not really, even to the extent that there isn't any major issue when it comes to “finding COBOL programmers” if needed.
“Understand the role of flight operation systems and mainframe systems. Where are you running these flight-related systems, assess their network connectivity, and no point in comparing them with mainframes,” said an executive.
The way forward is to get a balance between mainframe and decentralised technology.
(We highlighted in a report last year that in case of Southwest and Delta, at no time was any mainframe system down at Southwest or Delta, and at no time was any mainframe system suffering from performance problems).
On another note, a report by bbc.com about British Airways, indicated that even when the “power came back on, the systems were unusable because the data was unsynchronised”. What this means is that there could have been “conflicting records of passengers, aircraft and baggage movements”, a tough situation to deal with.
Clearly airlines need to dig a lot and curtail such mishaps. Otherwise, this industry would continue to suffer, especially when the frequency of such incidents is keeping up of late.
Follow Ai on Twitter: @Ai_Connects_Us
How to start with a transformation plan where the blend of data, technology, content etc. results in customer-centricity?
JR Technologies has been making steady progress as a specialist, and recommends 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 processing capability, converting PNR into “orders”.
George Khairallah, President, JR Technologies says the company’s recommendation is not to start with offer management, rather with order management.
"Whenever we work on a transformation plan with an airline, we advise to start with order management, take existing data, put into order management system, take business intelligence out of it and use it in offer management system. So when the loop is closed, an airline not only offers the right offering to the passenger, but can also track what is happening to “orders”,” explained Khairallah. “So yes, airline can offer what to buy, and when there is an “order”, one can track what happened to the services. The fundamental concept of order management system is that it becomes the central source of truth. So the airport display, check-in counter, ground handler, catering…every aspect connects to the order management system.”
By Ritesh Gupta
Follow Ai on Twitter: @Ai_Connects_Us
First Published on 22nd May, 2017
Shopping in today’s digital economy is increasingly becoming simpler, faster and frictionless. Customers expect the same fluency to stretch beyond the booking experience, too, and in fact, return shopping to be even better! A shopper isn’t likely to differentiate between a travel and retail buying experience, and it wouldn’t be wrong to say shopping for a seat on an air plane, air ancillary or other components of shopping can be disappointing at times.
Daniel Friedli, MD and Partner at Travel in Motion, acknowledges the same and asserts that in today’s digital environment “air travel is a step behind (when compared with other sectors), we are limited by what we can do, and how we do it”.
Friedli emphasised that gearing up for digital retail transformation isn’t just about “tech”, rather airlines must take action on several other fronts as well.
Some aspects that need to be assessed in addition to overcoming the limitations of legacy systems – what is the meaning of “retail mindset” and how can the same be blended with airline domain-specific expertise? How to ensure data is extracted from all systems and sources, acted upon in real-time to ensure a seamless experience is delivered? How to do away with limiting business processes? How the initiative related to the standardization of the IATA NDC XML schemas is shaping up?
Follow Ai on Twitter: @Ai_Connects_Us
First Published on 18th May, 2017
Chabots, essentially an autonomous program designed to interact with users, are gradually gaining prominence.
So how are chatbots delivering when it comes to one-to-one personalised interactions? Specialists, with expertise in airlines-specific domain, point out that chatbots have moved on from limited utility or benefits to digitization of customer service, as well as encompassing one-click transactions. “No reason why chatbot can’t take an order for a meal in an aircraft, or convey whether the flight is going to be on time or not etc.,” says Jonathan Newman, commercial director at Barcelona-based Caravelo.
Airlines are exploring various aspects as the utility of chatbots comes to the fore:
- What all can be done by chatbots and the level of efficacy? What’s the success and error rate?
- If a 3rd party platform is involved, for instance, Facebook, then how to deal with data ownership?
- How bot training is progressing?
- How to work with an airline’s marketing department for content, tone of voice etc.?
- Cost control
- Utility and KPIs
Follow Ai on Twitter: @Ai_Connects_Us
First Published on 9th May, 2017
“Technology’s role is to enable the business. Technology is reaching a point where it will enable new capabilities for the business (airlines) to deliver (to) their customers (a better offering, a better service),” says Malachi Faughnan, Chief Information Officer, Datalex.
It is vital for airlines to assess how IATA’s NDC XML standard can pave way for customer-centricity, and how they can capitalize on the proficiency of API-led architecture, microservices (with a microservices-based architecture, services are built around business capabilities, systems are broken into multiple services, it allows for frequent changes without affecting the entire system and continuous delivery is enabled) etc. Airlines need to move on swiftly, as passenger experience isn’t up to the mark as of today, and dig deep to assess what’s the apt technology set up for today’s “tech-dependent” passengers.
As Malachi says, “Competitive advantage will only flow to those that see and act on a shift first,” let’s see how traditional carriers evolve, and count on technology to deliver a superlative experience.
Follow Ai on Twitter: @Ai_Connects_Us
First Published on 4th May, 2017
Airlines, like any business entity, must make rapid progress and capitalize on the prowess of digital transformation, asserts Dejan Cusic, Business Director, Ireland & UK at Comtrade Digital Services.
Before embarking on a project of such magnitude, airlines need to have a precise understanding of the digital world, how to inch closer to crafting unique customer experience, embracing the requisite speed of innovation and using technology to improve business performance or reach of the business. It has to be ensured that constant testing and an iterative approach to product development takes the project forward, and yet there is no compromise in business continuity. Also, leadership, that paves way for a digital future and overcomes cultural resistance, is a vital component of such initiatives.
Cusic referred to Ryanair’s steady progress with their Always Getting Better or AGB initiative (into 4th year now), with the carrier currently working on its 2017-18 customer experience improvement plan. The plan is to not only grow passenger numbers to 180 million per annum by 2024, rather let them select their travel preferences by creating a personal profile, securely store payment and passport details (an application was launched last year). “(Through the application), Ryanair is working on continuous study of passengers’ preferences, understanding their habits – which seat is preferred, the destination chosen…so when such data is harvested it would pave way for personalised offers, seamless travel experience in the future,” shared Cusic.
Traffic has increased by over 50% over the last 3 years.
And the crux of this whole initiative is – the promise of “low fares” stays, where as new initiatives like being able to book connecting Ryanair flights on the Ryanair.com website, with a feeder flight service with other airlines following later this year; pre-saved preferences for faster bookings (3 clicks) etc. are being introduced.
Follow Ai on Twitter: @Ai_Connects_Us
First Published on 2nd May, 2017
Ai Editorial: A traveller gets lost in today’s technology. How can airlines come up with offers or service that indicates they know their passengers, explores Ai’s Ritesh Gupta
A lot of questions are being raised about the process-centric functioning of airlines.
This is owing to the fact that legacy systems aren’t capable of performing certain tasks because they were never designed to do so.
The way airlines serve passengers today doesn’t fit in with what their customers would ideally look for.
For instance, if a passenger lost her bag during a journey, when she logs in next time on airline.com or checks in would this be acknowledged? Or can the airline staff at the boarding gate offer an upgrade to the same passenger? Not possibly as customer-related information isn’t readily available, and the record of every interaction around an “order” isn’t being updated and the same can’t be accessed, too, by all.
So how can the industry get rid of their inflexible booking, ticketing, delivery and accounting process?
For their part, IATA has envisioned a standard for the ONE Order initiative, paving way for one access spot for passenger orders. And with this, doing away with the need for multiple reservation records as well as e-ticket/ EMD concepts. While a passenger’s journey would be streamlined, for airlines it would mean no more costly reconciliation exercises between varied references.
Of course, the industry isn’t closer yet as airlines are expected to experiment with ONE Order messages in the coming months, the question is - is there a framework that is being worked out to aid airlines in their transformation? How to make the most of offer management, order management etc. as airlines strive to nudge towards customer-centricity?
Right approach for personalisation
JR Technologies has been making steady progress as a specialist, and recommends 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 processing capability, converting PNR into “orders”. So PSS would pass on information to the NDC platform, where master record would be stored. The approach (for which JR and Unisys recently announced an agreement) counts on historical details provided by the order management system and this vital, real-time business intelligence is leveraged in personalisation of offers.
Airlines need to able to create offers and then change the accepted offers into orders (here offer management system should take all the data points, run them through analysis and business rules, check availability and applicability, bundle the offer items, calculate the pricing, and deliver it along with branding and rich media to the passenger). Then it needs to transition into an order management system for fulfilment and accounting. This is somewhat analogous to the concept of tickets and EMDs in the legacy, but in the Order structure, there aren’t restrictions that are present with these electronic documents.
What’s in for the passenger?
As I interacted with George Khairallah, President, JR Technologies during the 11th edition of Ai’s Ancillary Merchandising Conference in Palma de Mallorca, I was keen on knowing what can airlines work on to respond to queries, changes etc. via a touchpoint that a passenger chooses? For instance, a disjointed experience like this is common today - requesting a change via Twitter while approaching the gate, and then interacting with the personnel at the gate as if no request was put in.
“Our recommendation is not to start with offer management, rather with order management. Whenever we work on a transformation plan with an airline, we advise to start with order management, take existing data, put into order management system, take business intelligence out of it and use it in offer management system. So when the loop is closed, an airline not only offers the right offering to the passenger, but can also track what is happening to “orders”,” explained Khairallah. “So yes, airline can offer what to buy, and when there is an “order”, one can track what happened to the services. The fundamental concept of order management system is that it becomes the central source of truth. So the airport display, check-in counter, ground handler, catering…every aspect connects to the order management system.”
So be it for changing ticket at the airport or information related to boarding being disorganized at times, such issues would be sorted out. Or even dealing with issues such as no information about the lost bag for few hours at least. So changes or answering queries in real-time would become a possibility with this central source of truth. And by indexing central repository that features relevant information, a passenger comes and shares the name at a touchpoint, and that is enough to service in the best possible manner – by being aware of the current flight, current order, servicing needs etc. The last interaction, be it for self-service kiosk or a customer service agent, is clearly documented.
All of this would be a welcome change. As Khairallah aptly puts it, the individual gets lost in today’s technology.
So then how to get closer to the passenger? Business traveller also travels as a leisure passenger, and could be the same person, and accordingly the service level would be different depend upon the travel – say with family vs. as an individual. Identifying the same at the time of shopping, booking etc. And with today’s technology this is not possible. Today the data that airlines have is minimal. If it is via airline.com that is fine, otherwise data belongs to a 3rd party.
The objective needs to be - know more about the passenger, and as they order more and more, the goal is to analyze and get close to offering something that would match their intent and they would probably buy – akin to what Amazon specializes in. “This isn’t ready yet in this industry (among airlines) today. This calls for a change in strategy,” explained Khairallah. “But many airlines are already focused on integrating NDC strategic concept into their thinking, their systems development for the next few years in order to meet that goal. They want to know the passenger, how to make the best offer – a passenger shouldn’t be scrolling 50 offers, first few should be enough, simply because they know you. This is what we care about, what passengers care about. This is a long-term process. It would call for changes – the way pricing is done, the way you think about merchandising, creating bundles, packaging your products, about how the passenger is ordering, paying for the same, how your vendors are being paid…it’s an end-to-end solution that has to be presented, and then airlines chart out their plans for transformation (doing it in a phased manner) and ensuring all systems are in place over a period of time." Of course, in case of a “smaller” airline the effect would be “faster”. Relatively bigger airlines would call for lots of people to be retrained, lots of systems to be changed.
Follow Ai on Twitter: @Ai_Connects_Us
First Published on 27th April, 2017
Ai Editorial: A chatbot needs to be set up with a well-defined objective, and bots come to life when purpose, utility, tone and context are all an integral part of the experience, writes Ai’s Ritesh Gupta
Are chatbots stepping up airline productivity and garnering incremental revenue?
Yes, and even the slightest of progress is a welcome change.
Consider the utility of an official Twitter handle or Facebook business page. If a passenger intends to check the availability of a window seat (say after the check-in) , the social media staff can acknowledge the request but wouldn’t be of use to check the same or even pass this information to the staff at the boarding gate! In this context if chatbots are justifying their tag of being `always available’ in a short span of their existence, this needs to be applauded. A passenger wouldn’t really care whether chatbots are able to access a PSS for an update or a booking that seemingly staff handling Twitter can’t. But as long as the purpose is being served then the utility of chatbots, which are pre-programmed interactions that allow users to communicate with them, is coming to the fore.
Chatbot technology garnered loads of attention last year. Some respond to very specific commands, while other use artificial intelligence and can comprehend a language. If chatbots are about “conversationalising” code, paving way for humans to interact with machines using natural language, then it isn’t really a breakthrough. So why so much buzz? It’s the sheer popularity of messaging apps, with over 3 billion monthly active users among top 4 messaging apps at the end of last year. Of course, automated text-based travel reservation conversation is only effective if the chatbot understands the query completely, but there is optimism at this juncture.
“Similar to the way Uber brought the idea of ‘everyone’s private driver’ to the world, chatbot technology allows the idea of ‘everyone’s travel concierge’ to come to life,” said Jonathan Newman, commercial director at Barcelona-based Caravelo, who presented this week at Ai’s Airline Merchandising Conference in Palma de Mallorca. The company recently introduced a transactional chatbot (via Facebook Messenger), Vale, for Mexican carrier, Volaris.
Newman asserted that “omnichannel” isn’t as relative as it was in the past. He said brands need to acknowledge the fact consumers expect be “engaged with at any time, at any stage of the journey” through their preferred device. “Bots have a natural home in the billions of monthly users of messaging apps and with the API economy, they can now be powerful: they can do stuff,” mentioned Newman. “In essence, what we are talking about is a change: a change from one-to-many to one-to-one. Airlines can personalise a little, but without AI, without an ongoing conversation to learn from, customers and airlines can’t realize the value of true personalisation.”
Newman said chatbots have moved on from limited utility or benefits to digitization of customer service, as well as encompassing one-click transactions. “No reason why chatbot can’t take an order for a meal in an aircraft, or convey whether the flight is going to be on time or not etc.,” he said.
A traveller might leave the airport but his or her journey continues. As I checked in to my hotel here in Palma de Mallorca, it was Google Allo that presented me with an option to download or explore things to do. Why cant airlines deliver value about anything that is related to travel, and more so when an airline played an integral part in my journey? “How many of you here have had an airline suggest to you a restaurant while you are on your trip? Or an experience that fits with your personality? Why should airlines retailing capability stop when the passenger lands?” said Newman.
Newman also demonstrated how a booking can be completed in less than 30 seconds!
At the same time, Newman added that it is vital to look beyond transactions, rather allow users to self-serve, to get relevant notifications etc. “...to be properly assisted means (like in any shopping environment) they will come back,” he said.
Also, one needs to ascertain various aspects in order to fully capitalize on the prowess of bots, especially related to the objective of such initiative:
· Is it to sell existing inventory and services?
· Is it to search low fare inventory?
· Is it to add ancillaries or allow customers to make changes to existing bookings?
· Is it a guide for activities or to find out useful information to reduce the call centre volumes? What does your bot allow the customer to do?
“Without utility, there is no bot: without a clearly defined purpose and well-articulated set of capabilities, users are left frustrated when their expectations are not met. Customers are more likely to come back into the channel if they can do more than just buy: by allowing them to self-serve, to get relevant notifications, to be properly assisted means (like in any shopping environment) they will come back,” explained Newman.
Bots identify keywords in the users input and then access a database to give a predefined response or do a predefined act. According to Newman, training is key.
He mentioned that training bots to identify, contextualize and then relate desired intents with all probable outcomes take effort and time. “We, humans, learn about each other via conversations. A chatbot drives this in a more expedited, scalable way.”
Travel is fun, and may be the personality that comes from the bot could be about friendliness. Specialists also point out the response time shouldn’t be too quick or too slow, so every aspect is being scrutinized minutely.
“Your brand is what customers see, but your persona is who they talk to. Your persona is integral to a successful chatbot and representative of every employee within your brand. This is your one opportunity to have an agent that encapsulates the essence of what your company stands for,” underlined Newman.
Follow Ai on Twitter: @Ai_Connects_Us