Multimodal Data Platform Strategy for Real-Time R&D Decisions

Inconsistent data across systems hinders meaningful insights and data-driven R&D. Thoughtworks’ multimodal data platform strategy for real-time R&D decisions, is a 2-5 hour executive workshop for biopharma, life sciences R&D organizations, and data aggregators. During the workshop, Thoughtworks consultants will help you:

• Evaluate your current data product usage.
• Identify and prioritize your most valuable data sources.
• Assess your current portfolio of data initiatives across domains.
• Generate an opportunity roadmap which identifies data integration experiments.

By the end of this workshop, you’ll come away with a high-level data platform strategy that will enable your organization to identify novel biomarkers, predict drug interactions, prioritize promising targets, and repurpose existing compounds for new indications. You will learn how to integrate genomic, proteomic and other data across parallel studies, thereby embracing data science throughout your R&D value chain.

Here are some activities you can expect as part of the workshop.

• Pre-workshop interviews with sponsors
• A demo of the current data and analytics landscape
• Mapping current data sources & prioritizing integration opportunities
• Building a roadmap that flags the most impactful multimodal integration opportunities

These activities apart, you should expect discussions that highlight the industry and tech insights that’ll help your organization embrace data science at scale.

At the end of such a workshop Thoughtworks will leave you with the following outputs.

• Prioritized data integration opportunities with rationale
• 30-day stakeholder alignment and reskilling matrix - High-level implementation plan with estimated RoI
• An action plan with accompanying artifacts:

a) Critical data science operation plan

b) Industry compliance requirements

c) Steps for data source integration

d) Ethical AI considerations

Your organization's technology leaders will benefit from Thoughtworks' Multimodal Data Platform Strategy for Real-Time R&D Decisions if you aspire to embrace data-science to make real time decisions in any of the following areas:

• Enterprise-wide R&D systems
• Clinical data management
• Pharmacovigilance
• Clinical trial data

During this engagement Thoughtworks will advise you on AWS products and services such as Amazon SageMaker Notebooks, Amazon Redshift, Amazon Forecast, Amazon Athena, AWS Cloud Formation, and AWS CodePipeline that you can employ as part of your data platform.