Marion Carre calls herself an accidental entrepreneur.
In 2017, when she launched her first business, she was a 21-year-old student who wanted to become a journalist.
Today, she is an artist, an educationist and a businesswoman, as well as an expert evaluator at the European Commission.
Her leap of faith to co-found Ask Mona – the first French generative artificial intelligence-driven platform that curates learning experiences for museum, monuments and heritage sites – has paid off handsomely.
The web-based platform, which also works with historical and cultural organisations, was launched as a chatbot in 2017.
However, with the rapid development of the technology, Ask Mona has evolved over the years into a generative AI venture that helps some of the world’s most prestigious museums to disseminate information about themselves, as well as historical artefacts and artworks they exhibit for their global audiences.
“We're building the possibility for each person to have a different learning experience in the places where they learn, and museums are one of them,” Ms Carre says.
Its 150 clients include French national art museum The Louvre, one of the most famous museums in the world, Orsay, which houses French art and the Centre Pompidou, the complex that is home to the French Public Information Library, as well as Musee National d'Art Moderne, the largest museum for modern art in Europe.
Roma Colosseum in Italy, Grand Palais in Paris, Chillon castle in Switzerland and French national monuments such as the Arc de Triomphe, Cite de Carcassone and Mont Saint-Michel also use Ask Mona’s generative AI platform as part of their tools to improve the experience of millions of visitors every year.
The start-up also works with organisations such as the Louis Vuitton Foundation.
It all started when Ms Carre was doing a media report on the history of Paris as part of her journalism degree from the school of communication at Sorbonne University.
“It made me discover entrepreneurship, something I didn't consider doing before because my parents worked for the state, and with really public-orientated minds, I would say my family and I, we never considered creative businesses,” Ms Marion says.
“I had the kind of image that entrepreneurship was for old men out of business schools and that wasn't my track at all.”
However, her interaction with young entrepreneurs during the project inspired her to launch Ask Mona with co-founder Valentin Schmite.
While the experience was “harsh”, it was also “the best way to learn”, and Ms Carre says she tells young entrepreneurs today that “the only way to learn how to be an entrepreneur is to be an entrepreneur”.
Like every start-up, Ask Mona faced initial hurdles, including gaining the trust of decision makers in the museum world.
There were a few who were “not open about it”. However, there were those who were “mindful about the fact that they need to be relevant for the young generation to want them to come to their places”, she says.
The first movers’ advantage in an industry that had not been disrupted in ages and the uniqueness of the Ask Mona model has helped it to expand into eight markets: France, Italy, Spain, Belgium, Switzerland, Netherlands, Canada and the US.
The emergence of generative AI, propelled to the forefront by OpenAI's ChatGPT in 2023, has hastened its expansion. It is a programme that comes up with humanlike responses to prompts in seconds, based on information publicly available on the internet.
Thanks to its adoption across different sectors, the size of the generative AI market is expected to surge to $1.3 trillion by 2032, from $40 billion in 2022, at a compound annual growth rate of 42 per cent, a report by Bloomberg Intelligence last year found.
Growth is being driven by training infrastructure in the near-term and gradually shifting to inference devices for large language models (LLMs), digital advertisements, specialised software and services in the medium to long term, it found.
Middle East plans
Ask Mona – derived from Leonardo da Vinci’s Mona Lisa, one of the most recognisable artworks in the world and a masterpiece of the Italian Renaissance – has now set sights on further expanding its geographical footprint and export its AI learning model to culturally diverse markets.
The Middle East, which was home to ancient civilisations and is the birthplace of three major religions in the world – Judaism, Christianity and Islam – is a natural target for Ask Mona’s expansion, says Ms Carre.
The company intends to “democratise access to knowledge” and create individual learning experiences for museum-goers in the region as it did in Europe.
The company has broken the “one-size-fits-all learning experience” through the integration of generative AI into the process of disseminating information, she adds.
Ask Mona plans to introduce its personalised assistance – which has helped visitors “go a step further” in Europe – to museums, monuments and cultural and historical organisations in the Middle East.
“We see lots of cultural richness and [potential for] cultural doors to open, with our proposition of having a personalised learning experience while you're in these museums, and that's the main reason why we want to reach out to these organisations,” Ms Carre says.
“We're already having conversations.”
Ask Mona plans to launch its first project on the ground in the Middle East as soon as possible.
“People then feel confident that you already worked with the first organisation [in the region]. So, that's the first thing we trying to do.”
Funding for growth
Ask Mona, which was launched with a grant from the French Ministry of Culture, has so far raised €2 million ($2.27 million) in financing largely from BPI France, a French investment and development bank.
The company is currently in talks with investors to raise another €4 million from its latest financing round, which it will partly use to diversify its business into the education sector.
“We're raising funds to support our international expansion and also support the expansion of our projects in the knowledge transfer market,” Ms Carre says.
Ask Mona plans to the close the funding round this fall and is open to raising money from investors in the Middle East.
“When we're raising funds, what we're looking for is, of course, money but what is even more important is knowledge and expertise,” she says.
It is important for the company to raise funding from investors in the location where it wants expand to as that is the “best way to approach a market”, Ms Carre says.
“I think investors from the Middle East can be very helpful” and the company is keen to tap into their expertise, she adds.
The company's revenue model works by charging fees from clients for its services and selling magnets at souvenir shops in museums and heritage sites.
Ask Mona creates a knowledge base around a particular character in history, a place or an artwork and links that with a QR code on a magnet. Users can scan that code and ask any questions about the subject, which are answered through the company’s generative AI model, she explains.
Q&A with Ask Mona chief executive and co-founder Marion Carre
Who is your role model and what is your mantra for success?
Whatever you do, make the most impact. Impact is the way I measure success.
In terms of role models, I would say that I have numerous from very different niche industries and areas of expertise. For example, I have world leaders, historians, some of them are women politicians, some are artists. All of them bring something to me, to see the world in a specific way.
Are you a risk-taker or a cautious entrepreneur?
By default, you are a risky person if you are an entrepreneur because if you are not, you would be doing something else, another job. In that pool of risky people, I would say that I am the cautious one.
I also really listen to my intuitions as sometimes, as an entrepreneur, you have to make decisions in imperfect situations, when you lack data for instance. I try to do decision-making in a cautious way when possible.
What successful start-up do you wish you had started?
I do not have a specific name. Most of the time we think about the big technology companies as a thing to identify. But there are many under-the-radar companies that have really changed the way in which their respective industry operates.
I listen to stories and learn from those under-the-radar entrepreneurs, rather than from the big gurus of technology. Everybody has something to teach you in this industry.
Where do you see the company five years from now?
So, five years from now, I want us to be the company that helps people get the right learning experience across industries. It can be culture but also education at a global scale.
What new skills have you learnt in launching Ask Mona?
There are soft skills that you learn, rely on when you are an entrepreneur. There has to be curiosity and also intuitiveness, and that is really my way of operating – to try to have a sense of what is happening.
I think it is really important to be resilient because when you are doing a start-up, there are happy moments and also, sometimes, complete despair. Resilience is important to be able to keep your mind focused, to take the right decisions, even if things are tough.
Also, how to have an impact on your ecosystem.
What is one quality entrepreneurs should have?
I will be repetitive and say it is resilience. It is really about it and around it but that does not mean stubbornness. It means being open and trying to stay focused, otherwise, it will not work, and it will be difficult to have the balance and move your ship in the right direction.
COMPANY PROFILE
Company: Ask Mona
Started: 2017
Founders: Marion Carre, Valentin Schmite
Based: Paris
Industry: EdTech, Generative AI
Funding size: €2.5 million
Investors: BPIFrance
ONCE UPON A TIME IN GAZA
Starring: Nader Abd Alhay, Majd Eid, Ramzi Maqdisi
Directors: Tarzan and Arab Nasser
Rating: 4.5/5
RESULTS
Light Flyweight (48kg): Alua Balkibekova (KAZ) beat Gulasal Sultonalieva (UZB) by points 4-1.
Flyweight (51kg): Nazym Kyzaibay (KAZ) beat Mary Kom (IND) 3-2.
Bantamweight (54kg): Dina Zholaman (KAZ) beat Sitora Shogdarova (UZB) 3-2.
Featherweight (57kg): Sitora Turdibekova (UZB) beat Vladislava Kukhta (KAZ) 5-0.
Lightweight (60kg): Rimma Volossenko (KAZ) beat Huswatun Hasanah (INA) KO round-1.
Light Welterweight (64kg): Milana Safronova (KAZ) beat Lalbuatsaihi (IND) 3-2.
Welterweight (69kg): Valentina Khalzova (KAZ) beat Navbakhor Khamidova (UZB) 5-0
Middleweight (75kg): Pooja Rani (IND) beat Mavluda Movlonova (UZB) 5-0.
Light Heavyweight (81kg): Farida Sholtay (KAZ) beat Ruzmetova Sokhiba (UZB) 5-0.
Heavyweight (81 kg): Lazzat Kungeibayeva (KAZ) beat Anupama (IND) 3-2.
The%20specs
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ESSENTIALS
The flights
Emirates flies from Dubai to Phnom Penh via Yangon from Dh2,700 return including taxes. Cambodia Bayon Airlines and Cambodia Angkor Air offer return flights from Phnom Penh to Siem Reap from Dh250 return including taxes. The flight takes about 45 minutes.
The hotels
Rooms at the Raffles Le Royal in Phnom Penh cost from $225 (Dh826) per night including taxes. Rooms at the Grand Hotel d'Angkor cost from $261 (Dh960) per night including taxes.
The tours
A cyclo architecture tour of Phnom Penh costs from $20 (Dh75) per person for about three hours, with Khmer Architecture Tours. Tailor-made tours of all of Cambodia, or sites like Angkor alone, can be arranged by About Asia Travel. Emirates Holidays also offers packages.
Killing of Qassem Suleimani
UK-EU trade at a glance
EU fishing vessels guaranteed access to UK waters for 12 years
Co-operation on security initiatives and procurement of defence products
Youth experience scheme to work, study or volunteer in UK and EU countries
Smoother border management with use of e-gates
Cutting red tape on import and export of food
UAE currency: the story behind the money in your pockets
Book%20Details
%3Cp%3E%3Cem%3EThree%20Centuries%20of%20Travel%20Writing%20by%20Muslim%20Women%3C%2Fem%3E%3Cbr%3E%3Cstrong%3EEditors%3A%20%3C%2Fstrong%3ESiobhan%20Lambert-Hurley%2C%20Daniel%20Majchrowicz%2C%20Sunil%20Sharma%3Cbr%3E%3Cstrong%3EPublisher%3A%20%3C%2Fstrong%3EIndiana%20University%20Press%3B%20532%20pages%3Cbr%3E%3C%2Fp%3E%0A
Mubalada World Tennis Championship 2018 schedule
Thursday December 27
Men's quarter-finals
Kevin Anderson v Hyeon Chung 4pm
Dominic Thiem v Karen Khachanov 6pm
Women's exhibition
Serena Williams v Venus Williams 8pm
Friday December 28
5th place play-off 3pm
Men's semi-finals
Rafael Nadal v Anderson/Chung 5pm
Novak Djokovic v Thiem/Khachanov 7pm
Saturday December 29
3rd place play-off 5pm
Men's final 7pm
UAE currency: the story behind the money in your pockets
UK%20record%20temperature
%3Cp%3E38.7C%20(101.7F)%20set%20in%20Cambridge%20in%202019%3C%2Fp%3E%0A
Key facilities
- Olympic-size swimming pool with a split bulkhead for multi-use configurations, including water polo and 50m/25m training lanes
- Premier League-standard football pitch
- 400m Olympic running track
- NBA-spec basketball court with auditorium
- 600-seat auditorium
- Spaces for historical and cultural exploration
- An elevated football field that doubles as a helipad
- Specialist robotics and science laboratories
- AR and VR-enabled learning centres
- Disruption Lab and Research Centre for developing entrepreneurial skills
Sole survivors
- Cecelia Crocker was on board Northwest Airlines Flight 255 in 1987 when it crashed in Detroit, killing 154 people, including her parents and brother. The plane had hit a light pole on take off
- George Lamson Jr, from Minnesota, was on a Galaxy Airlines flight that crashed in Reno in 1985, killing 68 people. His entire seat was launched out of the plane
- Bahia Bakari, then 12, survived when a Yemenia Airways flight crashed near the Comoros in 2009, killing 152. She was found clinging to wreckage after floating in the ocean for 13 hours.
- Jim Polehinke was the co-pilot and sole survivor of a 2006 Comair flight that crashed in Lexington, Kentucky, killing 49.
What is graphene?
Graphene is extracted from graphite and is made up of pure carbon.
It is 200 times more resistant than steel and five times lighter than aluminum.
It conducts electricity better than any other material at room temperature.
It is thought that graphene could boost the useful life of batteries by 10 per cent.
Graphene can also detect cancer cells in the early stages of the disease.
The material was first discovered when Andre Geim and Konstantin Novoselov were 'playing' with graphite at the University of Manchester in 2004.
Fire and Fury
By Michael Wolff,
Henry Holt
Pakistan Super League
Previous winners
2016 Islamabad United
2017 Peshawar Zalmi
2018 Islamabad United
2019 Quetta Gladiators
Most runs Kamran Akmal – 1,286
Most wickets Wahab Riaz –65
Gender pay parity on track in the UAE
The UAE has a good record on gender pay parity, according to Mercer's Total Remuneration Study.
"In some of the lower levels of jobs women tend to be paid more than men, primarily because men are employed in blue collar jobs and women tend to be employed in white collar jobs which pay better," said Ted Raffoul, career products leader, Mena at Mercer. "I am yet to see a company in the UAE – particularly when you are looking at a blue chip multinationals or some of the bigger local companies – that actively discriminates when it comes to gender on pay."
Mr Raffoul said most gender issues are actually due to the cultural class, as the population is dominated by Asian and Arab cultures where men are generally expected to work and earn whereas women are meant to start a family.
"For that reason, we see a different gender gap. There are less women in senior roles because women tend to focus less on this but that’s not due to any companies having a policy penalising women for any reasons – it’s a cultural thing," he said.
As a result, Mr Raffoul said many companies in the UAE are coming up with benefit package programmes to help working mothers and the career development of women in general.
Roger Federer's 2018 record
Australian Open Champion
Rotterdam Champion
Indian Wells Runner-up
Miami Second round
Stuttgart Champion
Halle Runner-up
Wimbledon Quarter-finals
Cincinnati Runner-up
US Open Fourth round
Shanghai Semi-finals
Basel Champion
Paris Masters Semi-finals
WRESTLING HIGHLIGHTS
Bawaal%20
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The burning issue
The internal combustion engine is facing a watershed moment – major manufacturer Volvo is to stop producing petroleum-powered vehicles by 2021 and countries in Europe, including the UK, have vowed to ban their sale before 2040. The National takes a look at the story of one of the most successful technologies of the last 100 years and how it has impacted life in the UAE.
Read part four: an affection for classic cars lives on
Read part three: the age of the electric vehicle begins
Read part one: how cars came to the UAE
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%3Cp%3E%3Cstrong%3EDeveloper%3A%3C%2Fstrong%3E%20Sucker%20Punch%20Productions%3Cbr%3E%3Cstrong%3EPublisher%3A%3C%2Fstrong%3E%20Sony%20Computer%20Entertainment%3Cbr%3E%3Cstrong%3EConsole%3A%3C%2Fstrong%3E%20PlayStation%202%20to%205%3Cbr%3E%3Cstrong%3ERating%3A%3C%2Fstrong%3E%205%2F5%3C%2Fp%3E%0A
Traits of Chinese zodiac animals
Tiger:independent, successful, volatile
Rat:witty, creative, charming
Ox:diligent, perseverent, conservative
Rabbit:gracious, considerate, sensitive
Dragon:prosperous, brave, rash
Snake:calm, thoughtful, stubborn
Horse:faithful, energetic, carefree
Sheep:easy-going, peacemaker, curious
Monkey:family-orientated, clever, playful
Rooster:honest, confident, pompous
Dog:loyal, kind, perfectionist
Boar:loving, tolerant, indulgent
The%20specs
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UAE currency: the story behind the money in your pockets
The years Ramadan fell in May
SPECS
%3Cp%3EEngine%3A%20Supercharged%203.5-litre%20V6%0D%3Cbr%3EPower%3A%20400hp%0D%3Cbr%3ETorque%3A%20430Nm%0D%3Cbr%3EOn%20sale%3A%20Now%0D%3Cbr%3EPrice%3A%20From%20Dh450%2C000%0D%3Cbr%3E%3C%2Fp%3E%0A
Scoreline
Arsenal 0 Manchester City 3
- Agüero 18'
- Kompany 58'
- Silva 65'
WOMAN AND CHILD
Director: Saeed Roustaee
Starring: Parinaz Izadyar, Payman Maadi
Rating: 4/5
The Settlers
Director: Louis Theroux
Starring: Daniella Weiss, Ari Abramowitz
Rating: 5/5
MO
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The alternatives
• Founded in 2014, Telr is a payment aggregator and gateway with an office in Silicon Oasis. It’s e-commerce entry plan costs Dh349 monthly (plus VAT). QR codes direct customers to an online payment page and merchants can generate payments through messaging apps.
• Business Bay’s Pallapay claims 40,000-plus active merchants who can invoice customers and receive payment by card. Fees range from 1.99 per cent plus Dh1 per transaction depending on payment method and location, such as online or via UAE mobile.
• Tap started in May 2013 in Kuwait, allowing Middle East businesses to bill, accept, receive and make payments online “easier, faster and smoother” via goSell and goCollect. It supports more than 10,000 merchants. Monthly fees range from US$65-100, plus card charges of 2.75-3.75 per cent and Dh1.2 per sale.
• 2checkout’s “all-in-one payment gateway and merchant account” accepts payments in 200-plus markets for 2.4-3.9 per cent, plus a Dh1.2-Dh1.8 currency conversion charge. The US provider processes online shop and mobile transactions and has 17,000-plus active digital commerce users.
• PayPal is probably the best-known online goods payment method - usually used for eBay purchases - but can be used to receive funds, providing everyone’s signed up. Costs from 2.9 per cent plus Dh1.2 per transaction.