Problem
- Running out of production capacity, significant CapEx investment needed in the new production line to keep up with demand
- Goal: increase the production capacity by 5% via advanced analytics
Customer
Customer
Defined requirements and helped selection of the best-fitting DWH platform to integrate the existing technical landscape
Customer
Built a capacity planning tool via Workshop on Foundry, providing visibility on the usage of equipment and enabling the simulation of “what-if” scenarios
Customer
Conducted a one-day workshop for a Swiss pharmaceutical company to advise them on the build-up of a Commercial Analytics CoE.
Customer
Developed an NLP pipeline for the automated classification of cross border invoices
Customer
Designing and implementing a cloud-based data science platform based on AWS (EC2, SageMaker) with Foundry integration to streamline DS use cases
Customer
Designing new governance framework in collaboration with client team to streamline Foundry governance processes across the organisation
Customer
Designed and implemented advanced analytics platform on AWS allowing quicker launch of new projects, faster data access, and better project cost monitoring
Customer
Increased production line capacity by 11% through data analysis and ML modelling avoiding the need for significant CapEx investment to build new line
Customer
Conducted root cause analysis to uncover a production process irregularity problem, discovering a factor explaining 40% of production variability
Customer
Evaluating existing MLOps setups and tools used, providing improvement recommendations, and directly implementing some of those recommendations
Customer
Designed and built a near real-time production process monitoring system to detect issues faster, enable proactive maintenance and monitor performance impact of improvements, all visualised on a dashboard
Customer
Developed a machine learning model that predicts the complexity of coding/tagging a stay given the clinical documents to improve billing correctness
Customer
Established a common development framework, as well as a standardised release process enabling faster and more efficient ML model deployment
Customer
Building interactive dashboards on PowerBI from telemetry and sales data enabling salesforce and management to derive actionable market and customer insights
Customer
Implementing computer vision models for a digital microscope scanner with augmented reality features
Customer
Customer
Customer
Customer