The Challenge

A fashion tech startup approached AICOG with an ambitious idea: use AI to classify outfit pairings — helping users understand which clothing items work well together. They had the vision and early traction, but needed a working prototype to demonstrate technical viability to investors. …

The Challenge

Thinkbox, the marketing body for commercial TV in the UK, needed to scope out a datalake that would bring together VOD and linear TV ad exposure data across multiple broadcasters — with ITV, Sky, and Channel 4 as major stakeholders.

This meant navigating complex requirements across …