⸺ PROJECT OVERVIEW
CLIENT
LeafLink
sector
Cannabis / B2B Marketplace
YEAR
2020 - 2025
Tech stack
Django, Python, Vue.js
STATUS
Ongoing
Size
Enterprise
B2B Marketplace Platform

Scaling a LeafLink Marketplace Through Platform Refactoring

Modernizing core architecture to remove scaling bottlenecks and improve buyer-seller communication
⸺ About the Client

LeafLink is a large-scale marketplace platform that enables businesses to purchase products at promotional prices and store them within LeafLink's logistics network. Beyond transactions, the platform also supports warehousing and distribution operations.

⸺ 01 / CHALLENGE

Architectural Limits of a Fast-Scaling B2B Marketplace

As LeafLink grew into one of the largest multi-vendor marketplace environments in its category, the original architecture began to show clear limits. The fast expansion of users, orders, and inventory activity led to scalability issues.

At the same time, the platform needed to keep up with customer expectations. Users requested features they knew from other marketplace app ecosystems: clearer communication tools, transparent messaging, or email tracking.

LeafLink wanted to introduce improvements without destabilizing the already complex system. Since the technical complexity exceeded the internal team's capacity, the client sought an external partner experienced in long-term marketplace development at scale.

⸺ 02 / SOLUTION & WORK DONE

Platform Refactoring and Inventory Model Modernization

Our collaboration with LeafLink spanned over five years. During this time, we supported both feature development and technical improvements across the platform.

UX and communication improvements

We implemented a series of buyer-seller communication enhancements:

  • Redesign of the order creation process for better customer experience: e.g., discounts and final prices are clearly explained, even when multiple pricing mechanisms apply.
  • A new way of presenting seller price plans as discount plans with "before/after" pricing, making negotiated terms easier for customers to understand at a glance.
  • Design and implementation of an internal notification system based on an event bus architecture, aggregating messages from across the entire application ecosystem.

Product inventory modernization

One of the most transformative efforts involved restructuring the platform's inventory model. This included a full overhaul of how product attributes and parameters are presented, ensuring that important details are visible upfront rather than hidden in legacy fields or mixed across variant structures.

In practical terms, we introduced a coherent interface for handling product variants and the logic behind creating and editing them: new data fields that support analytics, integrations, and product-specific information such as cannabinoid composition and varieties.

Platform reliability

A significant part of our work focused on stabilizing the core platform. We resolved critical backend and frontend issues raised by enterprise customers and refreshed legacy UI components to create a more consistent, reliable experience as the marketplace continued to scale.

Workshops and product discovery sessions

Together with LeafLink stakeholders, we did recurring workshop-style sessions to review workflows, identify friction points, and suggest further improvements to the marketplace platform and app experience. The sessions helped refine the roadmap and keep development aligned with strategic goals.

⸺ 03 / RESULTS & IMPACT

Operational Reliability and Data Integrity at Scale

Our long-term partnership powered LeafLink's operational reliability and improved the overall user experience. With communication tools that match modern marketplace app expectations and a more stable inventory system, customers can interact with the platform more efficiently.

The redesigned inventory logic allows for better product management and reduces the risk of data inconsistencies under heavy load.

Our ongoing collaboration enabled LeafLink to evolve from a fast-scaling online marketplace into a more resilient and user-centric marketplace platform.

Let’s find the right solution

for your business, your team, and your future.

Talk to an Expert