The NHS: Scaling AI for Population Health
The NHS uses Dataiku for MLOps, model monitoring, and more.
Mehr ErfahrenThe following Q&A occurred during the Everyday AI Conference in Frankfurt.
Roche: Leveraging AI for Better Personalized Healthcare
Roche uses Dataiku as their data science workbench for use cases in personalized healthcare, manufacturing, sales, and finance.
How Do You Use AI to Create Value?
We leverage AI in almost all different functions along the value chain. Since Roche is in the healthcare industry, we also leverage AI for personalized healthcare, as well as many other supporting functions including manufacturing, the commercial space, and finance. So we use AI almost everywhere.
How Do You Use Dataiku?
We work with Dataiku and leverage it as a data science workbench in some of the use cases we are currently working on. Some of these use cases are for experimentation and others are for production.
Which Next Steps Does Roche Envision to Leverage More AI in Biomanufacturing?
One of the next steps is definitely to unleash the power of AI for different use cases that we have in different functions along the value chain including the R&D space. For example, for personalized healthcare, we have to do a lot of things. This includes increasing awareness for people in the organization to understand how to leverage AI and working with other colleagues, especially in the regulatory and compliance teams, to make sure that we can actually operationalize those AI solutions.
What Does Everyday AI Mean to You?
Everyday AI means everyone uses AI every day. So that’s basically the scaling up of AI for enterprises such as Roche and many other companies in different industries.
Novartis: Streamlining Analytics & AI Across the Organization
Novartis moved from repetitive manual calculations in Excel to informed decision making grounded in accurate and real-time data with Dataiku.
Read moreMount Sinai’s Enterprise Data Blueprint for Success
Mount Sinai has pivoted its processes to create more holistic methods which enable lasting results and life-long, positive impacts in patients’ lives. At the core of this transformation? Dataiku.
Mehr ErfahrenMalakoff Humanis: Improving Customer Relations With the Power of NLP
To address their growing challenges in keeping up with customer demands and providing quality customer service, Malakoff Humanis turned to Dataiku’s Deep Belief program and collaborated with Dataiku’s data scientists on two advanced natural language processing (NLP) projects.
Mehr ErfahrenAviva: Powering Insurance With Data, Machine Learning, & AI
Aviva has been using Dataiku for many years to build a range of data analytics and machine learning use cases, ultimately forwarding their customer-first mission.
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