Step 01
Problem Definition
Readers were overwhelmed by news volume but underserved by relevance, creating a need for a smarter aggregation product with a personalised reading experience.
Business goal
Current friction
User need
Operational constraint
Treat the business problem as the source of the technical architecture.
Step 02
Solution Architecture
Scriptwall built the frontend, backend, authentication, news categorisation, relevance ranking and deployment pipeline for a subscription-ready news intelligence product.
News Sources
Backend API
AI Categorisation
User Profiles
Feed
Authentication
Design the platform around clear handoffs, measurable actions and maintainable delivery.
Step 03
Delivery Evidence
The engagement produced practical assets, working systems and a clearer path from customer or staff action to business outcome.
AI Personalisation
News Aggregation
Full-Stack Engineering
Authentication
Docker Deployment
Make the outcome visible through the experience, not just through project documentation.