In 2015, data in Saudi Arabia was everywhere and almost nobody was paid to make sense of it. That gap - undervalued, scarce data science - is the reason Quant Data & Analytics exists. A group of young entrepreneurs, among them Ahmed Bukhamseen, set up shop in Riyadh with a simple wager: the local market would eventually pay for insight, not just software. A decade on, that bet reads as sound.
Quant did not begin as a product company. It began as a services firm - data analytics, business intelligence, machine learning, data-quality management, training - and learned, client by client, where organizations actually got stuck. Property developers could not see what land was really worth. Banks lacked a clean market index. Restaurant owners drowned in point-of-sale data but could not name the dish quietly losing money. Those recurring problems became the blueprint for products.
Two platforms carry the company's name into the market. Suhail is Quant's real estate and location-intelligence engine, aggregating transaction records, satellite imagery and demographic data into valuations, price indexes, building detection and site-selection tools. It serves developers, finance teams, investors and, in places, the public - people who previously had no easy way to see the property market online.
Fruits360 points the same discipline at food and beverage. Integrated with a restaurant's POS, it turns raw sales into menu engineering, inventory forecasting and operational reporting - the difference between a hunch about the menu and a number that settles the argument.
The scale of the underlying data is unusual for a company this size. Quant works with more than 3 trillion in real estate transaction value dating to 2010, over 250 billion in restaurant and cafe transactions since 2016, and reports analyzing north of a trillion data records overall. It has built more than ten AI models tuned specifically for the Saudi market rather than imported wholesale from elsewhere.
That local focus is the thread. Quant is not trying to be a global proptech platform competing head-on with a Zillow or a Cherre. It is trying to be the firm that understands Saudi data - its quirks, its open sources, its regulatory texture - better than an outsider can. In a country where Vision 2030 has turned national transformation into, at bottom, a data problem, that positioning has room to run.
The company also invested in the ground it stands on. Quant was instrumental in establishing the Saudi Data Community, now more than 6,000 members strong, and has sponsored graduate initiatives and knowledge-sharing events. Building a talent pool before you need to hire from it is not charity; it is supply-chain planning for a business whose only raw material is skilled people and clean data.