Unlock the power of data: Transforming R&D operations with AWS

Unlock the power of your data to streamline your portfolio operations

Get extensive insights into portfolios, resources and budgets. Our solution can help drive portfolio delivery, identify operational needs, address portfolio constraints, and improve your pipeline performance.

Get a thorough view of your portfolio by rapidly ingesting and integrating your data

Integrate data from various sources and formats into our platform, regardless of your R&D environment. Our proprietary ontology maps your data model, freeing you to focus on gaining valuable insights.

Generate predictive resource and financial insights with our forecasting engine

Leverage our machine learning-powered forecasting engine to gain predictive insights into resource and financial needs, supporting both headcount and direct spend for your portfolio strategy.

Enhance design-making through GenAI-tailored visualizations

Experience immersive data visualization with GenAI. Quickly surface and dive into critical portfolio insights. Our GenAI engine can provide tailored insights, and our R&D AI chatbot can promptly answer questions.

Rapidly model portfolio scenarios to support strategic portfolio decisions

Strategic simulations: Using advanced AI and machine learning models, our platform enables scenario planning to help leaders visualize and evaluate potential scenarios and trade-offs of their R&D portfolio. By simulating different variables such as budget adjustments, timeline shifts, and resource reallocation, leaders can make more informed decisions.

Strategic collaboration: PwC and AWS

Our alliance with AWS merges PwC's deep industry experience with the latest in cloud technology, revolutionizing R&D operations for pharmaceutical companies. AWS’s robust and scalable infrastructure helps establish that our solutions are not only secure but also remain at the cutting edge of innovation. This powerful combination enables us to provide predictive insights and create immersive data experiences that are crucial for strategic decision-making and operational success in the pharmaceutical sector.

R&D Operations Platform success stories

Rapidly hire and anticipate skillsets to deliver an evolving portfolio

In ten weeks, we built and deployed a resource forecasting capability across various R&D roles. This included a thorough suite of portfolio and resource demand analytics.

Forecast and analyze demand for non-clinical functions

Over a twelve-week period, we created a tailored forecasting solution for Development, Regulatory, and Medical Affairs roles, which enabled portfolio analytics.

Major systems upgrade to refresh and maintain forecasting capabilities

In twelve weeks, we migrated and enhanced our client’s resource algorithms and enabled a new suite of resource and portfolio-level analytics.

The platform driven by PwC’s extensive R&D operations background

For over twenty years, PwC has delivered strategic, advisory and implementation services to R&D organizations, successfully enabling R&D operational planning capabilities. Our extensive experience supporting R&D operations across the R&D lifecycle allows our teams to help clients rapidly deliver solutions and generate insights through the platform, tailored to your strategic objectives and organizational needs.

Related event for you

Annual PLS R&D Operations Executive forum

Join your industry peers at our exclusive in-person forum every June to collaborate, discuss, and share experiences. Please reach out to be added to future communications regarding the next event!

Request an invite

Contact us

Adi Shah

Adi Shah

Principal, Pharmaceutical & Life Sciences R&D Advisory Services, PwC US

Anthony Di Stefano

Anthony Di Stefano

Principal, Pharmaceutical & Life Sciences R&D Advisory Services, PwC US

Michael Kelley

Michael Kelley

Director, Pharmaceutical & Life Sciences R&D Advisory Services, PwC US

Anupam Rath

Anupam Rath

Principal, Pharmaceutical & Life Sciences R&D Technology Services, PwC US

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