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LuniOps: A B2B operations platform with AI in the core

Built from scratch for German food wholesalers — orders, routes and invoices that learn every season.

LuniOps cover image

Challenge

Small and mid-sized food wholesalers typically juggle 4-5 disconnected tools: an ERP, Excel route plans, WhatsApp orders, separate accounting, and manual XRechnung obligations. The result is data silos, double entry, delivery mistakes and a back office that loses speed every week.

Solution

We built LuniOps from the ground up as a unified platform for German wholesalers — with three in-house AI components we train and operate ourselves: (1) a demand-forecasting model that proposes per-customer orders from historical patterns and seasonality; (2) a routing solver that optimises tours under driving-time, cold-chain and delivery-window constraints; (3) an anomaly detector that flags unusual quantities or pricing before they become claims. Order intake, GPS tour, e-invoicing and customer portal all run on a single codebase — web and native iOS.

Technologies

ReactNode.jsPostgreSQLREST APIFirebaseiOSSwiftTypeScriptStripeApple Maps

Results

Proprietary AI for demand forecasting & route optimisation

Native ZUGFeRD & XRechnung output, GoBD-compliant

Real-time GPS tracking with cold-chain logging

One platform, zero silos — web + iOS from one codebase

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