Pioneering the next age of dining intelligence.
Restaurants don't fail for lack of passion. Too often, they're working without a clear picture of what their local market wants, or a way to reach the diners made for them. That gap costs the sector billions of pounds every year. Palate Labs is the AI-native infrastructure built to close it.
The Blind SpotBehind Every Closure
800,000
tonnes of perfectly edible food are wasted every year by UK restaurants and food service businesses.
The annual cost is a staggering £3.2 billion. For the average outlet, that's around £10,000 a year, lost to guessing what will sell.
WRAP, July 2025
19
Britain is losing nearly 19 restaurants and food venues a week, net.
There were 241 net closures in the last quarter of 2025 alone. These are your neighbourhood favourites disappearing every week.
NIQ/CGA, January 2026
Restaurant closures are rarely about food quality alone.
When the full picture of your market has never been available to you, even the best decisions are built on guesswork.
THE REALITY OF GUESSING
01 / 04
Blind to Local Demand
Restaurants rarely have a live picture of what their customers want. Every call they make, what to cook, what to promote, how to grow, is built on outdated information and gut feel.
High-Risk Menu Development
Without knowing what customers want or what's trending, every new dish risks becoming a costly mistake: binned, ignored, and quietly killing margins.
Every Guest Arrives a Stranger
Every guest walks in unknown. Without knowing who they are, what they love, and what would make them return, delivering a personal experience is impossible. The difference between a one-time guest and a regular is whether they felt looked after.
Invisible to the Right Diners
Every restaurant deserves a loyal base of diners who are right for them. Without a way to find each other, both sides keep settling for less.
The Intelligence Layer
Reviews capture opinions. Palate Labs captures what food actually is: its flavour, its structure, and who it is right for. The intelligence comes from machine learning models that learn from the culinary properties of food, not from how food is described on a menu, but from what it tastes like, how it is cooked, and who it suits best. Profiled autonomously across 2,500+ London restaurants and updated regularly.
85,000+
Menu dishes profiled
2,500+
Menus profiled
2,500+
London restaurants profiled
27+
Culinary dimensions per dish
Paired with Maitra, our own AI-powered dining concierge app (launching soon), Palate Labs learns directly from the diners who use it. Their real searches and choices become first-party data on what London's diners actually want. Built on machine learning and deep learning infrastructure trained on 2,500+ London menus, together they form a self-reinforcing, compounding system, where every new restaurant profiled, every new user, and every new interaction makes it more accurate, more complete, and more valuable.
Discover moreBuilt for every side of the industry.
Answers that arrive before your diners do.
Understand what your neighbourhood wants, how demand is changing, and who your diners are. Treat every guest like a returning regular from the very first visit.
Find out more