A case study outlining our document review method using CAL and AI, alongside insights from the Sky Discovery collaboration with Pogust Goodhead.

Why this matters

A group litigation involving numerous claimants and a looming deadline for identifying documents to be introduced as evidence at trial, Pogust Goodhead, needed to review 104,000 disclosure documents swiftly to identify crucial documents addressing three key issues. As this task was nearly impossible using current standard methods, Sky Discovery UK combined Generative AI (GenAI) with Continuous Active Learning (CAL) for the Pogust Goodhead team to effectively reviewed the entire dataset, ensuring all relevant documents were considered while also minimising the amount of human review time needed to achieve this goal.