FILE - In this Aug. 8, 2018, file photo employees stand in McDonald's Chicago flagship restaurant. McDonald's Corp. reports financial results Tuesday, April 30, 2019. (AP Photo/Nam Y. Huh, File)
FILE - In this Aug. 8, 2018, file photo employees stand in McDonald's Chicago flagship restaurant. McDonald's Corp. reports financial results Tuesday, April 30, 2019. (AP Photo/Nam Y. Huh, File)
FILE - In this Aug. 8, 2018, file photo employees stand in McDonald's Chicago flagship restaurant. McDonald's Corp. reports financial results Tuesday, April 30, 2019. (AP Photo/Nam Y. Huh, File)
FILE - In this Aug. 8, 2018, file photo employees stand in McDonald's Chicago flagship restaurant. McDonald's Corp. reports financial results Tuesday, April 30, 2019. (AP Photo/Nam Y. Huh, File)

Tech that gives Amazon and Netflix a predictive edge is now serving up Happy Meals


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Landing on Dynamic Yield’s website is a quick lesson in how easy it is for companies to monitor online user behaviour these days. The homepage tells visitors what country they are in, the weather forecast in that location, the operating system of the computer being used to browse, and where a visitor came from – whether Google, Facebook or the like - to arrive at its website.

The information is Dynamic Yield saying to prospective customers, “Hey, we see you” – and it is a swift demonstration in the power of personalisation to attract customers.

Dynamic Yield’s ability to personalise content caught McDonald’s attention.

The American fast food giant bought Dynamic Yield for a reported $300 million in March, the company’s biggest acquisition in 20 years. The restaurant chain, which has 38,000 stores, is now the sole owner of Dynamic Yield.

Steven Easterbrook, McDonald’s chief executive, says that technology is a critical part of McDonald’s growth, and it plans to use Dynamic Yield for “creating more personalised experiences for our customers”.

The algorithms in Dynamic Yield’s “decision logic” technology were tested at a McDonald’s restaurant in Miami, Florida, where menu items were suggested to customers based on factors such as weather and traffic.

On a muggy Miami day, digital menus might show ice cream and iced coffee as recommendations, for example; or the technology might serve up Happy Meals at school pick-up times to tired parents at a drive-thru. Where restaurants might have depended on savvy managers to push such recommendations before, Dynamic Yield’s algorithms can do it instantly and across hundreds of locations, and even pick up on trends in international markets and introduce them at a local restaurant.

Speaking exclusively to The National, Dynamic Yield's co-founder and chief executive Liad Agmon says his company will remain an independent company even after McDonald's takes over.

“All our employees are staying, we continue working with all of our customers and partners, and [we] will continue our independent global growth plan,” he said. The company’s clients include Ikea, William Hill, HelloFresh, Urban Outfitters and Sephora, among others.

But what is the technology - decision logic - that made Dynamic Yield so valuable?

Omar Akhtar, a digital marketing analyst based in San Francisco, says brands have used decision logic in digital advertising since around 2011 and have gone on to implement the technology to deliver personalised experiences or messages.

“Decision logic is simply using a set of rules to deliver customised pathways, content or experiences to a customer. In a nutshell, it’s digital personalisation.

“Zappos, a footwear company, sends you personalised recommendations for shoes you might like based on your searches, Netflix recommends movies and TV shows that match your taste, airlines change the background images of their websites depending on the destinations you are searching tickets for, the use cases are endless.”

Indeed, the algorithms that underpin decision logic powers some of the biggest names in business today, with industries as diverse as e-commerce, financial services, travel, gaming and media implementing decision logic - the core of Dynamic Yield’s offering.

Netflix’s VP of innovation, Carlos Gomez-Uribe, has said the evolution of Netflix will approach a time when the app will automatically start playing a show or movie the instant the app is opened, it will be so confident in its users’ preferences.

Part of the power of recommendations is that it can personalise a user’s experience, which can boost time spent on websites and can lead to higher purchasing rates and greater customer satisfaction.

“Our technology simplifies the process in which companies gather, analyse and activate their data,” explains Mr Agmon.

As Dynamic Yield employs machine-learning, meaning the technology adapts to new information as it goes, there might also arise unexpected benefits as the technology unpacks the data generated by billions of orders, something that McDonald’s - with its 69 million daily customers - will be able to supply.

Dynamic Yield has its competitors that also operate in this niche field.

Marco Kloots, the chief executive of Dutch decision logic company Platform161, says that as more devices, screens and media become internet-connected, they become programmable.

“So, for example, one of the ways McDonalds might use the Dynamic Yield tech might be used to customise its drive-thru experiences, or ordering-screens in branch, based on location, or many other types of live factors.”

But the tools that are used are not limited to a specific industry, says Mr Agmon, referring to personalisation technology as “industry agnostic”.

“The use cases or applications might change from e-commerce to financial services to travel, where the products and services are very different, but the overall goal of providing more tailored interactions with the user has proven relevant and possible for all,” he says.

And now, bricks-and-mortar companies like McDonald’s are seeking to gain the upper hand with the use of the technology.

“What has changed in recent times, with the rise of digital in particular is the ability for brands to apply all kinds of real-time data to everything they do,” says Mr Kloots. “Whether you call it targeting or personalisation, or even ‘people-based marketing’, this is the type of approach that competitors are taking, even if you don’t.”

Lexus LX700h specs

Engine: 3.4-litre twin-turbo V6 plus supplementary electric motor

Power: 464hp at 5,200rpm

Torque: 790Nm from 2,000-3,600rpm

Transmission: 10-speed auto

Fuel consumption: 11.7L/100km

On sale: Now

Price: From Dh590,000

Tips for taking the metro

- set out well ahead of time

- make sure you have at least Dh15 on you Nol card, as there could be big queues for top-up machines

- enter the right cabin. The train may be too busy to move between carriages once you're on

- don't carry too much luggage and tuck it under a seat to make room for fellow passengers

GAC GS8 Specs

Engine: 2.0-litre 4cyl turbo

Power: 248hp at 5,200rpm

Torque: 400Nm at 1,750-4,000rpm

Transmission: 8-speed auto

Fuel consumption: 9.1L/100km

On sale: Now

Price: From Dh149,900

Jetour T1 specs

Engine: 2-litre turbocharged

Power: 254hp

Torque: 390Nm

Price: From Dh126,000

Available: Now

Dubai World Cup prize money

Group 1 (Purebred Arabian) 2000m Dubai Kahayla Classic - $750,000
Group 2 1,600m(Dirt) Godolphin Mile - $750,000
Group 2 3,200m (Turf) Dubai Gold Cup – $750,000
Group 1 1,200m (Turf) Al Quoz Sprint – $1,000,000
Group 2 1,900m(Dirt) UAE Derby – $750,000
Group 1 1,200m (Dirt) Dubai Golden Shaheen – $1,500,000
Group 1 1,800m (Turf) Dubai Turf –  $4,000,000
Group 1 2,410m (Turf) Dubai Sheema Classic – $5,000,000
Group 1 2,000m (Dirt) Dubai World Cup– $12,000,000

UK’s AI plan
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  • £100m of government support for startups building AI hardware products
  • £250m to train new AI models
Benefits of first-time home buyers' scheme
  • Priority access to new homes from participating developers
  • Discounts on sales price of off-plan units
  • Flexible payment plans from developers
  • Mortgages with better interest rates, faster approval times and reduced fees
  • DLD registration fee can be paid through banks or credit cards at zero interest rates
Who's who in Yemen conflict

Houthis: Iran-backed rebels who occupy Sanaa and run unrecognised government

Yemeni government: Exiled government in Aden led by eight-member Presidential Leadership Council

Southern Transitional Council: Faction in Yemeni government that seeks autonomy for the south

Habrish 'rebels': Tribal-backed forces feuding with STC over control of oil in government territory

Who was Alfred Nobel?

The Nobel Prize was created by wealthy Swedish chemist and entrepreneur Alfred Nobel.

  • In his will he dictated that the bulk of his estate should be used to fund "prizes to those who, during the preceding year, have conferred the greatest benefit to humankind".
  • Nobel is best known as the inventor of dynamite, but also wrote poetry and drama and could speak Russian, French, English and German by the age of 17. The five original prize categories reflect the interests closest to his heart.
  • Nobel died in 1896 but it took until 1901, following a legal battle over his will, before the first prizes were awarded.
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 two: how climate change drove the race for an alternative 

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Desert Warrior

Starring: Anthony Mackie, Aiysha Hart, Ben Kingsley

Director: Rupert Wyatt

Rating: 3/5

Hamilton’s 2017

Australia - 2nd; China - 1st; Bahrain - 2nd; Russia - 4th; Spain - 1st; Monaco - 7th; Canada - 1st; Azerbaijan - 5th; Austria - 4th; Britain - 1st; Hungary - 4th; Belgium - 1st; Italy - 1st; Singapore - 1st; Malaysia - 2nd; Japan - 1st; United States - 1st; Mexico - 9th

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Reading List

Practitioners of mindful eating recommend the following books to get you started:

Savor: Mindful Eating, Mindful Life by Thich Nhat Hanh and Dr Lilian Cheung

How to Eat by Thich Nhat Hanh

The Mindful Diet by Dr Ruth Wolever

Mindful Eating by Dr Jan Bays

How to Raise a Mindful Eaterby Maryann Jacobsen

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Price, base: Dh69,900

Engine: 2.0-litre turbocharged four-cylinder

Transmission: Seven-speed automatic

Power: 197hp @ 5,500rpm

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Fuel economy, combined: 7.0L / 100km

Results

Ashraf Ghani 50.64 per cent

Abdullah Abdullah 39.52 per cent

Gulbuddin Hekmatyar 3.85 per cent

Rahmatullah Nabil 1.8 per cent

First Person
Richard Flanagan
Chatto & Windus 

BUNDESLIGA FIXTURES

Saturday, May 16 (kick-offs UAE time)

Borussia Dortmund v Schalke (4.30pm) 
RB Leipzig v Freiburg (4.30pm) 
Hoffenheim v Hertha Berlin (4.30pm) 
Fortuna Dusseldorf v Paderborn  (4.30pm) 
Augsburg v Wolfsburg (4.30pm) 
Eintracht Frankfurt v Borussia Monchengladbach (7.30pm)

Sunday, May 17

Cologne v Mainz (4.30pm),
Union Berlin v Bayern Munich (7pm)

Monday, May 18

Werder Bremen v Bayer Leverkusen (9.30pm)

COMPANY PROFILE
Name: Mamo 

 Year it started: 2019 Founders: Imad Gharazeddine, Asim Janjua

 Based: Dubai, UAE

 Number of employees: 28

 Sector: Financial services

 Investment: $9.5m

 Funding stage: Pre-Series A Investors: Global Ventures, GFC, 4DX Ventures, AlRajhi Partners, Olive Tree Capital, and prominent Silicon Valley investors. 

 
Timeline

2012-2015

The company offers payments/bribes to win key contracts in the Middle East

May 2017

The UK SFO officially opens investigation into Petrofac’s use of agents, corruption, and potential bribery to secure contracts

September 2021

Petrofac pleads guilty to seven counts of failing to prevent bribery under the UK Bribery Act

October 2021

Court fines Petrofac £77 million for bribery. Former executive receives a two-year suspended sentence 

December 2024

Petrofac enters into comprehensive restructuring to strengthen the financial position of the group

May 2025

The High Court of England and Wales approves the company’s restructuring plan

July 2025

The Court of Appeal issues a judgment challenging parts of the restructuring plan

August 2025

Petrofac issues a business update to execute the restructuring and confirms it will appeal the Court of Appeal decision

October 2025

Petrofac loses a major TenneT offshore wind contract worth €13 billion. Holding company files for administration in the UK. Petrofac delisted from the London Stock Exchange

November 2025

180 Petrofac employees laid off in the UAE

At a glance

- 20,000 new jobs for Emiratis over three years

- Dh300 million set aside to train 18,000 jobseekers in new skills

- Managerial jobs in government restricted to Emiratis

- Emiratis to get priority for 160 types of job in private sector

- Portion of VAT revenues will fund more graduate programmes

- 8,000 Emirati graduates to do 6-12 month replacements in public or private sector on a Dh10,000 monthly wage - 40 per cent of which will be paid by government

Barcelona 3
Messi (27’, 32’, 87’)

Leganes 1
El Zhar (68’)

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