Have you ever had a pleasant conversation with a bot? Chances are high that you have, as chatbots are getting smarter and better at helping us deal with the products we’re dealing with everyday.

Barcelona startup Caravelo is at the moment developing six chatbots for some of the biggest airlines in the world. The chatbots they build help millions of travelers to book and reschedule flights, provide customer service, act as personal concierges and much more.

Even though all their bots use NLU (natural language understanding), they’re not building their own solution, but are using existing NLU solutions to cope with all the different languages airlines need to speak with their customer, according to co-founder JoseLuis Vilar:

“If we would try to build an NLU solution for all the languages our client’s needs, we would be dead.”

Not replacing apps

Caravelo says beyond the hype, that the bots they’re building are not replacing apps, they just doing the same things very differently in terms of UX and UI, but also in terms of use cases.

“We won’t build bots for everything, only where it’s natural to have one.”

After being live with several chatbots for nearly 3 months, collecting thousands of interactions, they’ve already learned a lot of valuable lessons, the biggest being not ask the same questions over and over again.

According to the startup the distance between success and failure is quite short, so you need to get things right the first time around. And according to Vilar, even though the risk for failure is high, the reward for the customer when things go right is much higher.

Repeating answers is the worst a bot can do to a customer according to Caravelo.

Work on building a solid knowledge base

After tracking their bots conversations the latest months, Caravelo has found that 20 percent of the inventory of intents (Q&A’s) makes up around 80 percent of the total value. So you need to focus on that part first, building a really strong inventory to start all conversations, the right username and contact, pictures, etc.

The next 15 percent of value is based on the inventory of questions and answer (intents) where you need to build a solid knowledge base for your specific industry. In Caravelo’s case, they’ve built a database of 1000 FAQ’s related to the airline and travel industry, and this is based on interactions the airlines have had with their customers over the years.

The last five percent of value are from the questions a bot cannot answer, and the idea is this is the place where we get the human take-over, and a customer service agent will serve any remaining problem.

The three different categories of value provided to the customer, either by a bot or a human.

Key learnings

The most important learning Caravelo has done the last months is to avoid user loops, like shown in the pictures above. There are few things as annoying for a user to go through the same questions over and over again.

So far Caravelo’s solution to bugs like this one has been to build a small fix where the bot only can ask the same question a certain amount of times.

Caravelo co-founder and CIO JoseLuis Vilar.

Another key learning is to use, but not abuse the NLU (natural language understanding). So for example, today they have some answers that go through the back-end from their database, and some answers that go through the NLU, but they classify the easy answers, like affirmations, to not go through the NLU.

Just as with any product, the on-boarding of the user is crucial to keep people talking to the bots. In the case of chatbots, you need to tell them what you’ll be doing for them, and give the user clear options.

The last take-away the Caravelo team has learned over the course of using bots in real life, is to not take too much advantage of bot trainers (external services), as they’re not building a natural language understanding themselves, and it’s easy to get too dependent on them.

To get the full value of Caravelo’s learnings, take a look at the video at the top.


If you want to learn more, take a look at our latest podcast about the European VC industry:

https://blog.itnig.net/first-rule-of-talking-to-vcs-show-metrics-that-support-the-story-you-re-telling-3d31160db889

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E.

Essential Podcasts for Entrepreneurs & Tech Lovers

Podcasts are a great way to discover new subjects and new people. Whether you are a tech lover or an entrepreneur, bellow you will discover podcasts for entrepreneurs you should – without a doubt – listen to. 

Itnig Podcast with César Migueláñez, Bernat Farrero and Carlos Pierre
Itnig Podcast with César Migueláñez, Bernat Farrero and Carlos Pierre

« Masters of Scale » 

with Reid Hoffman

The host: Reid Hoffman decides to turn to the corporate world instead of pursuing a university carrier. He worked for Apple, Fujitsu for then starting his own business: SocialNet and left it in 2000 to join Confinity. Confinity gives life to Paypal after fusionning. Finally, in 2003, Hoffman co-founds LinkedIn. He is Master of Scale’s host. 

About: The podcast welcomes some of the greatest entrepreneurs. You will discover throughout the talk how they managed to take their companies from 0 to a lot of zeros. You can listen to Masters of Scale’s special guests like Mark Zuckerberg (Facebook), Selina Tobaccowalla (Evite), Brian Chesky (Airbnb) or Nancy Lublin (Crisis Text Line). Must-hear: one of the top tech podcasts for entrepreneurs.

Listen to the podcast: On their website, Apple Podcasts, Spotify and Youtube

The Team: Reid Hoffman, June Cohen, Deron Triff and Jai Punjabi

« Rocket » 

with Christina Warren, Simone de Rochefort and Brianna Wu

The hosts: Christina Warren started as a Freelance Writer. Then, she worked at Mashable as a Senior Tech Analyst and Tech Correspondent and ended the journey at Microsoft as a Senior Cloud Developer Advocate. About Simone de Rochefort, she is  Senior Video Producer and co-host of The Polygon Show. Brianna Wu founded her first startup at the age of 19, Giant Spacekat. She was Head of Development at the time. She is now running for US Congress. 

About: In this podcast, you will discover three passionate women and their “geek conversation” as they like to call it.  No guest speakers, but you will be able to listen to a panel of tech subjects from Apple to Comics, you will not be disappointed. 

Listen to the podcast: On their website, Apple Podcasts, Overcast, Pocket Casts, Spotify and Castro

« This week in Startups »

with Jason Calacanis

The host: Jason Calacanis starts as an internet industry journalist in New-York. In 2003, he co-founded Weblogs, Inc and then a few years later he joined Sequoia Capital, launched the web directory Mahalo. He also founded ThisWeekIn.com. Furthermore, he created This Week in Startups podcast and a startup named Inside.com. Finally, he was part of the creation of the Sydney Launch Festival. 

About: Either you are looking to start your own company, or you are a successful entrepreneur, or you just love technology, this podcast will give you a peek to the entrepreneurship world. You will hear stories of all kinds! On his website, you will also find his events and some research on transportation, healthcare and more. This is one is part of the tech podcasts for entrepreneurs not to be missed.

Listen to the podcast: Apple Podcasts, Youtube, SoundCloud and RSS Feed

You can also subscribe to their newsletter in order to receive episodes directly. 

The Team: Jason Calacanis, Jacqui Deegan, and Tony Agapiou

« Recode / Decode » 

with Kara Swisher

The host: Kara Swisher is an American journalist specialized in the technology industry. She first started to work for an alternative newspaper in Washington for then working for the Washington Post. She wrote articles for the Wall Street Journal and New York Times and wrote her own books. Finally, in 2014, she created Recode, a website dedicated to the latest technology news. In 2015, she initiates Recode Decode. 

About: The weekly podcast welcomes tech experts and great entrepreneurs. They review how they got there, what’s on their mind about the current industry and what they would improve or create. Her recent guests were Elon Musk (Tesla CEO), former Secretary of State Hillary Clinton and Mark Zuckerberg. 

Listen to the podcast: Apple Podcasts, Google Podcasts, Spotify, Stitcher, and TuneIn

« K Fund PodKast »

with Jaime Novoa

The host: Jaime Novoa’s background is quite diverse. He is a writer and an investor, but he also worked in data analysis and social media analysis. In 2014, he founded Novobrief, a newsletter for startups. Then, in 2016, he becomes an investor at K Fund and he founds, in 2019, Dealflow, a weekly tech newsletter. 

About: The podcast discusses startups, entrepreneurs and Venture Capital. You will discover enterprises and their story. From data science, unicorns or digital platforms, you sure will find more than one interesting podcast. 

Listen to the podcast: On their website and Soundcloud

« Clockwise »

with Dan Moren and Mikah Sargent

The hosts: Dan Moren is an active author and writer as well as podcaster. He was a Senior Editor at Macworld. Today, he hosts two podcast shows: Clockwise and The Rebound. As for Mikah Sargent, he started as a Website Designer and Developer for then switching as a Senior Editor at Newsy. He now hosts few podcasts such as Clockwise on Replay FM or on TWiT.tv. 

About: The weekly podcast discusses technology and welcomes each time 2 special guests. For 30 minutes, they address 4 topics where all four speakers get to elaborate on the matter, highlight the issues and expose their thoughts. 

Listen to the podcast: On their website, Apple Podcasts, Overcast, Pocket Casts, Spotify and Castro

« Itnig Podcast»

with Bernat Farrero

The host: Bernat Farrero starts his career as a Developer. In 2009, he founded Itnig, a startup ecosystem that organizes entrepreneurship events. They also have a coworking for startups, a podcast and a fund for early-stage projects. Furthermore, he is a Founder of Factorial, Quipu and Camaloon. He is also a Board Member of Playfullbet, GymForLess and Parkimeter. Finally, he hosts Itnig’s weekly Podcast. 

About: The podcast welcomes every week a new guest. If you wish to learn from successful entrepreneurs, you are on the right platform. The discussions turn around Technology and its industry. You will come across guests like Carlos Pierre (Badi), Vincent Rosso (BlaBlaCar) or Oscar Pierre (Glovo).

Listen to the podcast: Youtube, Spotify, Apple Podcasts, Ivoox, and Google Podcasts

You can subscribe to their newsletter if you want to receive the podcast’s link every Monday. 

Whether you are at an early stage of your project, an investor or you are just curious, these podcasts for entrepreneurs give you the opportunity to be updated on tech and business news. Also, you get to learn from successful international entrepreneurs, which can definitely be very useful for your business.