Problem

An unfinished application had broken features, an unreliable payment flow, and an AI integration that had stopped responding.

The client had an AI email product in development. Core application paths needed to work together before it could be used reliably. The engagement focused on assessing the existing implementation and completing the product.

Intervention

Reworked the interface and backend, repaired the database and AI integration, and implemented and tested the payment flow.

JVS redesigned the interface, corrected backend logic and access issues, rebuilt the database integration, and implemented payments. The AI integration was diagnosed and repaired. Delivery covered the web application and the React Native mobile application.

Result

A working product was deployed for its first pilot users, with a codebase the client could continue developing.

Technology and scope

What the evidence supports

The evidence here is the delivered functionality and pilot release. No measured time saving, revenue uplift, or adoption rate is claimed.

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Reviewed 1 October 2026