What It Does
LightGBM model trained on your own sales history — generates p10/p50/p90 forecasts for every product across all branches, 30 days out.
Daily dispatch recommendations per branch — how much of each product to send where, based on forecasted demand and current inventory on hand.
Log dispatched vs. returned quantities per branch daily. The system tracks waste percentage, spots problem products, and feeds accuracy back into the model.
See which branches are over-stocked, which are selling out early, and which have the highest waste — all in one view.
Pakistan's national holidays and Islamic lunar calendar are baked in. Eid demand spikes are handled automatically — no manual overrides needed.
Ask your data anything — in plain English. The built-in AI assistant (Gemini) answers questions about your forecasts, waste, and branch performance instantly.
How It Works
Import Candela CSV exports or upload branch-level sales data. The system ingests, cleans, and structures it automatically.
Every night at 2 AM PKT, the LightGBM model retrains on the latest data — picking up seasonal patterns, weekday effects, and holiday signals.
By morning, each branch has its recommended quantities. Export as PDF, share with your factory — done.
Get Access
Already a client? Log in to your dashboard. Want to see it live? Book a demo and we'll walk you through it with your own data.