While most systems send you reports on already outdated data, Palate Labs keeps you ahead with real-time intelligence built on machine learning, drawing from your market, your neighbourhood, and every guest. Built to know what's coming. Not to explain what went wrong.
Fewer people across the UK are eating out. Those who do make every visit count.
In Q1 2026, only 53.3% of UK adults ate out, the lowest level since 2021.
But they haven't stopped caring.
79%
of UK adults
say dining out is how they feel connected to others
45%
of UK adults
will pay more for the right experience
49%
of UK adults
plan to spend more per visit
36%
of UK adults
plan to use AI to find and book restaurants in 2026
The desire is intact. What's changed is how much every visit matters. When every visit counts, a single bad experience doesn't only lose a cover: it loses a guest, and their loyalty, entirely.
Restaurants that understand what their market actually wants, and can deliver an experience that matches it, will capture that demand. Those who can't will lose guests they can't afford to lose. Palate Labs is built to help you become the one they find, and the one they return to.
£10,000
per restaurant, per year
Guessing what your market wants is expensive. Food waste alone costs the average restaurant or food service business around £10,000 a year.
£17.59bn
lost annually to no-shows
No-shows often aren't deliberate. Many stem from uncertainty, not inconsiderate guests. When diners cannot find a restaurant they are excited about, they settle. And when they settle, they do not always follow through.
Prepared for every guest. Ready for every service.
Powered by real-time behavioural data from Maitra, our AI-powered dining concierge app (launching soon), Palate Labs captures how diners discover, choose, and return to restaurants. Updated continuously, growing every day, and learning from every signal to surface patterns your market will not show you anywhere else.
Flavour trends in your area
Gaining traction before they appear in your covers.
Dietary shifts across your area
Vegan, halal, gluten-free, and what's emerging next.
What local diners will spend
The price points your market will sustain, and where the ceiling sits.
Atmosphere trends in your area
How your neighbourhood leans overall: lively, intimate, or somewhere in between, and how that is shifting.
Occasion demand in your area
Birthdays, date nights, business lunches, celebrations: see which are rising locally, so you can plan menus, staffing, and promotions ahead of demand.
Early demand signals
Warnings of where demand is shifting before it costs you covers.
Every menu decision grounded in what will actually sell. Every dish made for the people coming to eat it.
Palate Labs is built to integrate directly with your existing operational systems via API. No new software to install. No new platform to learn. Everything your team needs, inside the tools they already use.
Register your interest or get in touch directly. We'd love to show you what we can do for your restaurant.