Case study

Supertechstack

RAG-based workspace knowledge platform for grounded AI insights.

2026AI knowledge platform
Supertechstack

Overview

A RAG-based knowledge platform that helps users navigate stored documents and ask AI to generate insights grounded in their uploaded materials.

Supertechstack is a RAG-based knowledge platform that allows users to easily navigate their stored documents and ask AI to generate insights grounded in their uploaded materials.

The next step forward is automated news updates for each workspace's topic, customised to each user's profile, interests, and future plans. These workspace agents are designed to be highly configurable: users can schedule retrieval at predefined intervals, choose supported models, write their own instructions, and define their desired output formats.

After each agent in each workspace completes its tasks, a global agent consolidates the key points across workspaces and ranks them into a daily summary for the user. The final phase converts those key bulletins into an engaging, customisable video format so users can absorb less raw information while still staying current with the topics that matter to them.