RetailClaude MCPShopifyChatGPT

A Complete League Management System Without Enterprise Overhead

April 2026

A small business that runs Mahjong leagues and an online storefront needed a custom application to manage its operations without adding significant cost. New Elevation helped turn its vision into a production-ready MVP in about three weeks, enabling it to streamline league management and create a foundation for a new product offering.

The Challenge

The Challenge

The client needed a complete league management solution capable of handling seasons, team registration, scheduling, scoring, and leaderboards. Its existing process relied on spreadsheets and manual coordination, a setup that had become both a scalability ceiling and a drain on staff time.

The engagement came with a tightly interlocking set of constraints. Budget ruled out a traditional multi-developer build, while the timeline demanded delivery within weeks to align with an upcoming season. Neither scope nor ongoing costs could flex: the full feature set was essential, and operational expenses had to stay minimal to protect future profitability. Compounding this, requirements arrived informally as screenshots and verbal descriptions, and needed to be translated into a structured product plan before development could begin.

Taken together, these conditions created a scenario where any traditional delivery approach would have forced painful tradeoffs across scope, cost, or timeline.

The Challenge
Our Approach

Our Approach

New Elevation guided the client through a structured yet accelerated development process powered by AI-assisted workflows and senior engineering oversight.

  • Rapid prototyping transformed loosely defined ideas into interactive wireframes, giving the client a clear vision and enabling fast alignment.

  • AI-assisted planning produced a lightweight roadmap, including data models, user stories, and a prioritized build sequence that remained flexible as the project evolved.

  • Development followed a feature-by-feature approach, with AI supporting implementation and a senior developer providing validation, architectural direction, and quality control. This pairing enabled consistent progress while maintaining production standards.

  • The solution was intentionally scoped as a secure and efficient MVP. Authentication relied on social sign-on and magic links to avoid password management complexity.

  • Integrations were limited to a single Shopify webhook to connect purchases with application access.

  • Infrastructure choices prioritized low cost and ease of maintenance, allowing the application to run with minimal ongoing expense.

Our Approach
The Results

The Results

  • The application launched in approximately three weeks with the full set of required features intact.

  • The client now manages league operations through a single platform that supports season creation, team management, scheduling, score tracking, and real-time leaderboards.

  • The solution operates with near-zero monthly infrastructure costs at current scale, while remaining ready to grow as usage increases.

  • Integration with the client's storefront enables immediate commercialization, allowing it to offer access to other league organizers.

  • The client not only improved its internal operations but also gained a new revenue opportunity.

  • What began as a need for efficiency evolved into a scalable product, delivered within constraints that would have previously made such an outcome unlikely.

The Results
Technology Partners
Claude AI logo
Shopify Logo with Text
Next JS Text with Logo
Vercel Logo with Text

Technologies Used

Claude MCPShopifyChatGPTVercelNext.jsFigma MakeResendshadcn/UIBetter AuthNeonTailwind CSSPrisma ORM

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