Case study: Creating a centralised data analytics hub
Date posted
5 December 2023
Reading time
5 minutes
Large Insurer
Central data analytics hub
The challenge
This insurer had data scientists working in small groups on their local development machines. However, they needed support from Kainos in establishing a centralised advanced analytics hub.
The solution
Exemplar Azure based MLOps process and architecture
Model integrated with data fraud pipeline for claims process
Internal capability developed through knowledge sharing
Benefits and outcomes
Bespoke project governance framework and optimal tooling
Scalable, performant advanced analytics service
Enterprise rigour for data: Git, DevOps and Azure ML