Predictive Pricing Platform for Litigators

Managed a team that delivered an innovative predictive pricing solution for the UK's top litigation law firm.

Armed with just two fresh graduates from the data analytics course at UCL, we set out to solve an incredibly complex and costly problem in the legal industry: The lack of insight into pricing before a case begins.

Even the world's largest law firms still provide quotes to their clients through little more than estimations off the top of their heads, something that both us and our client felt was unacceptable.

Here's what we did about it: We conducted deep learning with the heads of every department involved in the pricing process, used an extensive user story mapping process to refine that knowledge into specific outcomes, and developed our user stories into an MVP user experience, to be developed further by the client. We collaborated with the IT department to map internal systems and create a DevOps pipeline for delivery, managed a mountain of legal requirements for protecting client data, and built the application using a React and Django REST Framework stack. Additionally, we built an on-premises deployment pipeline to meet complex data security commitments.