BioTrack x LeafTrade Trip Manager

Middleware that connects LeafTrade (order management) and BioTrack (drivers, vehicles, inventory) so delivery trips are built from orders and executed with assigned resources, route planning, and automated manifests. It replaces manual coordination and reduces errors in day-of delivery operations.

Flask PostgreSQL Google Maps Routes API Redis/RQ Tailwind CSS
Cannabis / Regulated Distribution
Ongoing (replace with actual duration if known, e.g. '3 months')
BioTrack x LeafTrade Trip Manager

The Challenge

Delivery operations were split across two systems—orders in LeafTrade and drivers, vehicles, and inventory in BioTrack—requiring manual coordination, duplicate data entry, and ad-hoc route planning, which increased errors and slowed trip execution.

Problem Identified

Manual processes causing inefficiency and errors

Our Solution

Automated workflow with intelligent processing

The Solution

A Flask middleware app that pulls ready orders from LeafTrade, lets users group orders into trips and assign two drivers and one vehicle from BioTrack, generates turn-by-turn routes via Google Maps Routes API, and on trip finalization automates BioTrack inventory moves, manifest creation, and completion notifications.

The Impact

Eliminates manual handoff between systems, reduces coordination errors, provides real-time trip status and a full audit trail. Enables consistent route planning and faster trip building; impact metrics can be added once measured (e.g., time saved per trip, error reduction).

Time Saved

Significant reduction in manual processing time

Efficiency Gained

Streamlined workflows and improved accuracy

Cost Reduction

Lower operational costs through automation

Technologies Used

We leveraged cutting-edge technologies to deliver a robust and scalable solution

Flask
PostgreSQL
Google Maps Routes API
Redis/RQ
Tailwind CSS

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