BIOPHARMA
How Novartis and Relation Therapeutics’ $1.7 Billion AI Collaboration Redefine Drug Discovery Success Rates in Immunology, Atopic Diseases?
Key Highlights: • AI-driven, patient-derived target discovery emerges as a new gold standard for reducing late-stage clinical failures•…
How Roche’s $55 Million Bet on Manifold Bio’s AI Brain-Shuttle Platform Unlock the Next Trillion-Dollar Neuroscience Opportunity?
Key Highlights• Roche deepens its AI-first drug discovery strategy with a foundational partnership targeting blood-brain barrier (BBB) breakthroughs•…
Will Lilly’s AI Supercomputer with NVIDIA Become the Breakthrough That Redefines Competitive Timelines in Drug Development?
• Lilly partners with NVIDIA to build what it calls the most powerful AI supercomputer operated by a…
Could Merck’s USD 349M Collaboration with Variational AI and Its Enki™ Platform Mark a Turning Point for Generative-AI-Designed Small Molecules?
Key Highlights A Strategic Alliance Targeting Hard-to-Crack Therapeutic SpaceVariational AI announced a major collaboration with Merck to deploy…

Will AI-Powered Prior Authorization Change How Medicare Care Is Delivered?
December 2025 — Medicare is preparing to introduce artificial intelligence–driven prior authorization reviews for certain medical services beginning…
Did 2025 Expose the Breaking Point of America’s Health Care System?
New reflections from healthcare leaders highlight how events in 2025 revealed deep structural weaknesses in the U.S. health…





















