How KITCHAIN platform works
Kitchain is an AI-powered infrastructure layer that connects food brands with underutilized kitchens through smart data, predictive modeling, and operational oversight. The platform orchestrates the entire lifecycle — from location analysis and brand onboarding to kitchen activation and aggregator integration — while continuously learning from real performance data. The diagram below illustrates how data flows through the system, enabling scalable, data-driven brand expansion with zero CAPEX.
KITCHAIN Platform Workflow
Datasets → Platform
The system connects to both internal and external data sources: property prices and population density, Restaurant locations and average order value, Transportation infrastructure (Metro, Bus, Traffic flow). These datasets build the contextual map of demand, purchasing power, and logistics.
Kitchens → Kitchen Dashboard
Kitchens onboard to the platform and upload: Location, equipment, floorplan, Photos and food safety certifications (FS/HACCP), Current in-house brands (if any). The system creates a profile of each kitchen’s production capabilities.
Brands → Brand Dashboard
Brands access their dashboard to: Upload recipes, SOPs, and training videos, Define cuisine type, average check, and operational needs, Access the marketplace of available locations
Brand Dashboard → Prediction Models
The system merges brand data with geospatial context and feeds it into XGBoost / CatBoost models: Predicts the launch potential of each location, Calculates expected revenue and performance metrics, Output: scored list of best-fit locations for the brand.
Prediction Result → Brand Dashboard
The brand receives: Recommended zones, Matched kitchen options, Ranked list of high-priority locations. This enables brands to move from prediction to execution.
Brand Assignment → Kitchen Dashboard
The selected kitchen receives brand-specific instructions and forecasts: Access to recipes and SOPs, Expected order volume and revenue, SLA indicators to maintain brand standards. Launch occurs without modifying the kitchen’s infrastructure.
Kitchain → Aggregators
The platform launches the brand under the Kitchain umbrella: Activates brand on Talabat, Deliveroo, UberEats, Retains control over aggregator accounts. This ensures centralized control of revenue, quality, and branding.
Aggregators → QA & Models
The system receives feedback directly from aggregators:
Order counts, ratings, reviews, cancellations. Performance compared to brand expectations. Detection of deviations (packaging, speed, quality).
These data: Are sent to the Kitchen QA & Compliance Module. Are also fed back into the Prediction Models for retraining — improving future recommendations.
Smart Expansion. Real Results.
Kitchain connects food brands with ready-to-launch kitchen partners through data, automation, and AI. From location matching to quality control, every step is powered by a unified platform designed to help brands grow faster — and kitchens earn more — without upfront investments. Simple, scalable, and built for the future of food.