Field Analytics Control Tower (FACT): A Platform-Agnostic, Multi-Agent Control Plane for Governed Commercial Intelligence in Life Sciences
Pharmaceutical companies have invested heavily in AI. Yet for many commercial organizations, the expected business impact remains out of reach. The challenge is no longer access to AI. It is turning AI into something commercial teams can rely on every day. Despite widespread experimentation, most organizations remain stuck in pilot mode. Fragmented data, disconnected technology […]
Accelerating Pharma Intelligence: The ARC platform for Context-Enriched, Persona-Driven Answers
Executive Summary: Enterprises don’t need more links, they need trusted answers in seconds. The Automatic Research and Comprehension (ARC) platform combines disciplined web-scale retrieval with generative AI to deliver concise, cited responses to complex questions. ARC systematically aggregates content from approved, public sources; scores evidence using E-E-A-T–aligned quality signals; synthesizes answers; and anchors every claim […]
Achieving Successful Multi-Country Customer Master rollout for Pharma
Expanding Customer MDM to multiple countries presents significant challenges in terms of establishing a unified, consistent and accurate data management framework across diverse regions. The whitepaper will focus on both process and technology solutions to address key areas related to: The whitepaper will also focus on some of the potential challenges we faced while managing […]
Filling the Holes: Data Stacking- an expert perspective from Chryselys.
Claims data stacking is the process of bringing together patient-level data from different claims vendors to create one clean, complete view of each patient’s healthcare journey. Because no single vendor captures every diagnosis, procedure, or prescription event, each dataset provides only a partial story. Stacking helps fill in those gaps by reconciling overlaps, smoothing out […]
