QuantDine
QuantDine
About QuantDine

Operations intelligence for independent restaurants.

QuantDine is pre-launch and pre-cohort. We are building forecast-aware staffing, AI advice, and analytics in one system for independents, starting with ten restaurants in Bath in October 2026.

The problem

Independents deserve better than guesswork.

Independent restaurants operate on thin margins with no reliable forecast visibility. Rotas are built from habit and guesswork while labour cost sits at 30–40% of revenue. When service does not match demand, the cost shows up immediately in wages, waste, and the guest experience.

The software that could help has historically been built for chains and enterprise operators: dedicated budgets, IT teams, and integrations that small independents cannot justify or maintain.

QuantDine exists to close that gap. The mission is to bring forecast-aware staffing, AI advice, and analytics that large operators already use to independent restaurants specifically: one login, one system, connected to the POS you already run.

Georgian architecture and streetscape in Bath
Why Bath

Bath first. Ten restaurants. No shortcuts.

QuantDine is launching in Bath in October 2026. This is not a wider UK rollout yet. We are starting deliberately narrow and local: a small cohort of independent restaurants so the product can earn trust before anything scales beyond that.

Bath is the launch market, not a footnote in a national rollout deck. QuantDine needs real services, real feedback, and real results from those first ten venues before expanding anywhere else.

The Founding Partner programme is how that cohort joins: free platform access during the pilot, with terms agreed in writing at onboarding, and founder-led onboarding for every early partner restaurant.

10

founding partner restaurants in Bath. Full platform during the pilot, plus a complimentary terminal for a year.

1

city to start. Prove the model in Bath before expanding anywhere else.

View founding partner programme
How QuantDine works

From forecast to proof, in one system.

A short walkthrough of how the platform fits together. Prose, not a diagram.

  1. 1

    QuantDine reads the restaurant's own sales and covers history alongside weather and local events to forecast demand.

  2. 2

    The rota gets built against that forecast, with labour cost visible in real time as shifts are assigned, before anything is published.

  3. 3

    AI advice surfaces specific, confidence-labelled recommendations grounded in the restaurant's own data, always advisory. A human approves before anything touching pay or scheduling goes live.

  4. 4

    Analytics and advice cards track what actually happened against what was predicted, so the system gets more accurate over time as more of the restaurant's own history accumulates.

What we believe

The lines we don't cross.

Honesty commitments from across the site, collected in one place.

  • AI is always advisory. A human approves every recommendation before it touches pay or scheduling. Nothing is auto-published.

  • Low-confidence AI output is always labelled as such, never presented as certainty.

  • Staff never see financial data. The Staff App's separate login means a compromised staff account can never expose business numbers.

  • Your restaurant's trading data belongs to you. It's never shared or sold, only used in de-identified, aggregated form to improve the platform, consistent with what's already stated in the site's data and privacy FAQ answer.

  • No fabricated urgency, no invented numbers. What's shown on this site is real, or clearly labelled as planned.

Where this goes

What chains take for granted, made reachable.

Today

QuantDine connects forecasting, rota building, AI advice, and analytics in one place. Square and HubRise sync live via one-click OAuth. Advice cards track outcomes. Labour cost is visible as rotas are built, not after the week is done.

The direction

Keep closing the distance between what independents have access to and what large chains take for granted, as the platform and the Bath cohort grow. Deeper advisory features, more of the operational loop in one login, and tighter links between forecast, staffing decisions, and measured results.

Planned, not live yet

Cross-restaurant benchmarking, expanded POS integrations beyond Square and HubRise, and additional modules such as bookings and native mobile apps. These are on the roadmap as direction, not claims about what is available today.

Before public pricing

Public pricing does not exist yet. The founding partner programme is how QuantDine is validated in real venues before that is set.

Want to be one of Bath's first ten?

Apply for the founding partner programme, or get in touch if you have questions first.

QuantDine Ltd · Company No. 17146711 · ICO ZC119810 · Security