The importance of real-time data to improve operations cannot be understated and XiltriX North America President Stephen Tierney will explain how to integrate multiple data sources in a single system, and how to make data meaningful and actionable. This session will demonstrate what to look for when evaluating a monitoring solution such as avoiding disparate systems that might seem cost-effective but lack access to the right information and hinder your ability to prove compliance when audited.

SPEAKERS: Stephen Tierney, President, XiltriX North America

Historically, pharma R&D discovery data has been siloed with limited opportunity for analysis. With the volume and variety of data increasing, storage, management and data integrity are becoming key challenges. This session will share insight why and how Roche implemented a data lake for incorporating FAIR standards from minimize costs associated to accessing mass spectrometry data.

The path to digital lab data management is full of critical challenges, but this session will offer advice on how to create blueprints for the implementation of your lab data strategy in just six months. Addressing the critical challenges of data standardization, global regulatory requirements, legacy application landscape and the high costs associated with data integration, our presenters will offer pragmatic ways to build advanced analytics systems and AI, and present a business case for reducing costs and risks associated with data lakes and data warehouses.

Operations design and change management are key bottlenecks to technology adoption. In this panel, our speakers will share insight into how they have managed complex implementation strategies and roll-outs, communicated the value of the smart lab to their teams, used gamification to foster adherence and aligned with vendors for a clear external strategy.

For digitalization to be most effective, your solution needs to map to current workflows whilst flexing to individual project needs. In this panel, our speakers offer advice on how to design effective digital workflows that respond to the individual lab environment and supported improved process design.