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Peymatrix Decision Engine · for restaurant groups

Forecast demand. Cut waste. Staff right.

Turn POS sales into a 14-day demand forecast, then act on it — prescriptive staffing, purchasing and pricing with measurable savings. Built for restaurant groups across the UAE, GCC and India.

14-day free trial with sample data No credit card UAE · GCC · India
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Peymatrix Decision Engine command center showing a restaurant's 14-day sales forecast in AED

The decision loop

POS sales in. Better decisions out.

Five steps, one closed loop — and every recommendation is reconciled against what actually happened.

01

Ingest

Daily, hourly, per-category and per-channel POS sales — via CSV, a signed webhook push, or any REST POS. Six connectors live (Foodics, Lightspeed, Petpooja, Restroworks + a universal engine), auto-syncing incrementally.

02

Forecast

14-day demand with a calendar- and live-weather-aware model, confidence bands, explainable drivers and a per-store self-correcting bias factor.

03

Prescribe

Labor hours per day and daypart (channel-aware), category purchase quantities with a learned waste rate, and elasticity-aware menu pricing.

04

Measure

Forecast-vs-actual (MAPE), realized savings, measured over-purchase, and a weekly accuracy + savings trend — reconciled against actual labor and purchases.

05

Roll up

Every outlet rolled into one base currency on the Group overview — the UAE + India cross-market view no single local POS provides.

Weather- & calendar-aware forecasting

A demand forecast that knows it's Ramadan — and that it's raining

The model auto-selects ridge-regression vs. day-of-week seasonal by data volume, and folds in a live weather feed plus a full festival calendar — Ramadan, Eid and Hijri dates for the Gulf, and Diwali, Holi, Navratri and dry days for India. You get confidence bands, explainable drivers, and a per-store bias factor that corrects itself over time.

  • 14-day horizon with confidence bands
  • Hourly / daypart, per-category and per-channel shapes
  • Holdout backtesting reports forecast error (MAPE)
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14-day demand forecast with confidence bands and a live weather outlook driving the model
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Prescriptive staffing recommendations on a calendar, with cut-hours and add-hours actions to approve

Prescriptive, not just predictive

From a forecast to the exact hours to cut and cases to buy

A forecast you have to interpret is just another dashboard. Peymatrix turns it into a staffing calendar — recommended labor hours per day and daypart, channel-aware (a heavy delivery mix trims floor labor) — plus category purchase quantities with a learned per-store waste rate. Approve a day in one click; every decision is logged and reconciled against actuals.

  • Labor hours per day / daypart, with cut-hours savings flagged
  • Category purchasing with a learned waste rate
  • Elasticity-aware menu pricing

Multi-country by design

One view across the UAE and India — that no single POS gives you

Run a group spanning Dubai and Mumbai and see every outlet rolled into one base currency, with live FX and each market's contribution — AED, SAR, INR and more. Single-country tenants run with no FX; groups get the consolidated Group overview, Markets and Benchmarks views. Saudi invoices even carry a ZATCA Phase-2 TLV QR.

  • 7 markets: UAE, Saudi, Qatar, Kuwait, Oman, Bahrain, India
  • Per-market tax regime (VAT / GST) and working week
  • Base-currency rollup with live, overridable FX
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Multi-country group overview rolling UAE and India outlets into one AED total with per-market contribution
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Peymatrix Decision Engine command center for a Bengaluru restaurant showing a 14-day forecast of ₹8,50,484 in Indian rupees

Built for India, not adapted to it

From a Bengaluru outlet to a Dubai group — the same engine

India runs as a first-class market, not a bolt-on: amounts in ₹ with proper lakh/crore formatting, GST as the tax regime, and a full Indian festival calendar — Diwali, Holi, Navratri and dry days — folded into the demand model. Connect Petpooja or Restroworks and the forecast learns your local rush before you do.

  • Indian festival calendar in the demand model
  • GST tax regime · ₹ lakh/crore formatting
  • Petpooja & Restroworks POS connectors

Connects to your POS

Market-aware connectors that sync themselves

UAE/Saudi → Foodics (native) + Lightspeed · India → Petpooja, Restroworks · everywhere → a universal REST connector, a signed webhook push, and CSV upload. Non-CSV connectors auto-sync incrementally; credentials are encrypted at rest.

FoodicsLightspeedPetpoojaRestroworksUniversal REST POSWebhook pushCSV upload

7

Markets — UAE, Saudi, Qatar, Kuwait, Oman, Bahrain, India

6

Live POS connectors + webhook + CSV

14-day

Demand forecast horizon

AES-256

Encrypted connector credentials

Pilot program — onboarding our first restaurant groups

See your own numbers in minutes

Spin up a 14-day trial with sample data, or talk to us about a pilot on your real POS feed across the UAE, GCC and India.