# Papaya Copilot — Your data, turned into decisions > Papaya Copilot is the AI GM that reads every number for you: weekly debrief, menu engineering, alerts and benchmarks, built on your POS, payments and stock. Most restaurants are sitting on every number they need and reading none of them. Copilot is the GM that reads them for you — and every Monday tells you what changed, what it earned, and the three things worth doing about it. `Reads your existing data` · `Nothing to set up` · `Plain language, no dashboards` ## Glance - Monday debrief - Menu engineering - Regular alerts - Benchmarks ## A read on your week, before the first coffee. No dashboard to dig through. Copilot watches the same numbers your POS, payments and stock already capture, then writes you a short email — what drove revenue, what's trending, and the three things genuinely worth your attention. In plain language, the way a sharp GM would say it. - **Revenue, decoded.** — Not just the number — what moved it, and which day, shift or channel did the work. - **Three things, not thirty.** — Ranked by what they're worth, with a clear next step — and a button to act on it. - **Ask it anything.** — Reply to the email — "why was Saturday down?" — and get an answer grounded in your data. - Friday bar - Margin watch: - Tue–Wed lunch ## The dishes that make you money — and the ones that quietly don't. Copilot crosses every sale with its recipe cost, so you see what each plate actually earns. Some dishes are stars: popular and profitable. Others sell all night and lose on every cover. It tells you which is which — and what to reprice, re-cost or rework. - Stars - Quiet losers - Hidden gems - Dead weight ## Treat your best guests like you remember them. Because now you do. The moment a loyal guest is seated, Copilot tells the floor who they are, what they always order, and how much they're worth. No CRM to check, no memory required — just the quiet recognition that turns a regular into a regular for life. - **Live arrival alerts.** — A VIP sits down, the floor knows — table, history and the usual. - **Win-back, before they're gone.** — Spots a regular who's slipped 30+ days and nudges you to reach out. - Built on Loyalty. ## Are good numbers actually good? Now you can tell. A 28% food cost means nothing on its own. Copilot anonymously compares you with similar venues nearby — same cuisine, same size, same city — so you know whether your basket, your labour and your margins are ahead of the pack or quietly leaking. - **Like-for-like peers.** — Matched on cuisine, format, price band and neighbourhood — never named. - **Where you lead, where you lag.** — Basket size, food cost, labour, turn time — at a glance. - **Fully anonymised.** — You see the benchmark; nobody sees your books. Aggregated, opt-in, private. - Average basket - Food cost - Table turn time ## Most loss hides in the ordinary. Copilot catches what doesn't add up. A comp here, a voided item there, a bill reopened after the guest has left — most loss looks like normal trade. Copilot reads the full event log behind every order, recognises the sequences that don't occur in honest billing, and grades each one by risk — so a quiet pattern surfaces before it becomes a habit. - **Graded by risk.** — Each flag is scored high, worth-a-check or clear — so you spend your time on the one that matters, not the hundred that don't. - **The whole sequence, not just the total.** — It follows every void, comp, item move and reopen in order, and shows you exactly why a bill was flagged. - **You're told, not buried.** — A short alert lands the moment something high-risk appears — the order, the pattern it matches, and the one question to ask. The clean shifts stay quiet. ## It learns what sells together — then helps you sell more of it. Copilot watches which items pair, which guests come back, and what brings them in — then turns that into upsells on the menu and offers that actually land. - Pairings that pay - Repeat-order signals - Offers that fill seats ## It already knows everything, because it reads everything. Copilot isn't a separate tool you have to feed. It reads the POS sales, the payment ledger and the stock counts you're already capturing in Papaya — so the day you switch it on, it's working with the full picture. Nothing to import, nothing to wire up. - **One source of truth.** — POS, payments and stock in a single model — sales, margin and cash always reconcile. - **Better the more you run.** — Every shift, recipe and receipt makes the read sharper — no setup on your side. - **Open API & MCP access.** — Builders can query the same insights and pipe them into their own tools and agents. - **Open API & MCP** — Pipe the same insights into your own agents and dashboards. ## A GM's instincts, applied to every number you log. - Revenue & trends - Margin & menu - Guests & growth ## Fair things to ask. It's your data — you should know exactly what it does with it. **What data does it actually use?** Only what you already capture in Papaya — your POS sales, the payment ledger, recipe and stock data, and guest history from Loyalty. It doesn't need anything new from you, and it never sees another venue's books. **How accurate is it, really?** Every number it cites traces back to a real ticket, settlement or count — you can open any finding and see the underlying data. It flags trends and suggestions, but you always make the call; nothing changes your menu or prices automatically. **How does it tell theft from an honest mistake?** It doesn't accuse — it ranks. Reopening a bill or voiding an item often has a perfectly innocent reason, so Copilot scores each flag by how closely the full sequence matches a known loss pattern. "High" means the recorded steps rarely occur in honest billing and deserve a look; "worth a check" means a sensitive action happened that's cheap to confirm. You always make the call. **Do I need to set anything up?** No. If you're running on Papaya, switch Copilot on and the first debrief lands the following Monday. It works from day one and gets sharper the more shifts, recipes and receipts it has to read. **Is my data private — and what about benchmarks?** Your data is yours. Benchmarks are opt-in and fully anonymised: you're compared against an aggregate of similar venues, and your individual numbers are never shared, named or sold. Turn benchmarks off any time and Copilot still works. ## Stop reading reports. Start getting told. Switch on Copilot and the first debrief lands next Monday — built on the data you're already capturing. - Papaya POS - Papaya Pay - Papaya Stock - Papaya Loyalty --- Source: https://www.papaya.co.th/ai