How do you turn unstructured social media conversations into publication-ready evidence in just 4 weeks? In this case study, MadeAi partnered with the CSL HEOR team to identify and curate hereditary angioedema-related conversations from public online sources, with insights supporting a Value in Health Journal article. Using a structured social media listening approach, the team analyzed 3,069 records to uncover…
The pharmaceutical industry is currently at a pivotal moment in the AI landscape. After years of cautious AI experimentation limited to isolated labs and pilot programs, something fundamentally different is unfolding in 2026. The central question has shifted from “Does AI work?” to “How do we deploy it safely and at scale?” especially in organizations…
If you’ve ever asked ChatGPT to debug code or seen an AI generate a stunning image from a single sentence, you’ve probably wondered, How on earth did we get here so fast? The reality is, it wasn’t fast at all. It took 75 years of quiet breakthroughs, significant setbacks, and bursts of progress. Here’s the…
If Prediction #1 marked AI’s move into the core of life sciences operations, Prediction #2 defines how that AI will operate: not as passive copilots, but as agentic systems that reason, plan, and execute work autonomously. In CapeStart & MadeAi’s 2026 Predictions for AI in Life Sciences webinar, Angeline Dhas, Head of Product Management for…
Developing Global Value Dossiers (GVDs) is one of the most complex and time-consuming steps in the market access process. Medical Affairs, HEOR, and Regulatory teams must synthesize large volumes of clinical, economic, and real-world evidence while meeting the requirements of multiple HTA bodies across global markets. AI-powered GVD automation enables life sciences teams to accelerate…
For the last several years, artificial intelligence in life sciences has largely lived in innovation labs and pilot programs—valuable but often disconnected from the workflows that actually drive regulatory approvals, market access, and clinical decision-making. In 2026, that changes. Our first prediction from MadeAi & CapeStart’s 2026 outlook, developed with insights from Angeline Dhas, Head…
