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Insights on Applied AI & Innovation

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AI Strategy May 12, 2026 time 16 mins read view view The data problem in healthcare AI: how to train a clinical-grade model when you don't have enough patients Practical data strategies for clinical AI when "collect more data" isn't available on startup times… Data science & AI Apr 29, 2026 time 3 mins read view view Our Head of AI Georgi Nalbantov Represents Our Vision at the BASSCOM AI Conference 2026 On April 29, 2026, our Chief AI Officer, Georgi Nalbantov, attended the BASSCOM AI Conference 2026—… AI Strategy Apr 28, 2026 time 4 mins read view view Why Still More Than 75% of AI Pilots Fail to Reach Production And How to Fix It Every week, another company launches an AI pilot. A few months later, it disappears. Not because th… Agentic AI Mar 24, 2026 time 8 mins read view view The 5 Agentic AI Architectures Every Business Leader Should Know The article explains that agentic AI is not one single technology, but a set of architectural patte… Agentic AI Mar 17, 2026 time 6 mins read view view What Is Agentic AI? The Architecture Reshaping Enterprise Intelligence in 2026 Agentic AI describes a new class of artificial intelligence systems designed to autonomously pursue… Data science & AI Feb 12, 2026 time 6 mins read view view In-Silico Momentum: Reducing Molecule Discovery Timelines from Years to Months Learn how VECTOR Labs uses Stanford-grade science and specialized models like DiffDock and MolMIM t… Data science & AI Feb 12, 2026 time 5 mins read view view Decentralised Intelligence: Why Federated Learning is a Reliable and Compliant Path for Global Pharma R&D Learn how Federated Learning allows global pharma (GSK, Pfizer, Novartis) to train AI models secure… Data science & AI Feb 09, 2026 time 7 mins read view view The Resilient Factory: Scaling AI in Pharma Manufacturing and Supply Chain Optimize OEE and reduce batch failure. Learn how VECTOR Labs uses Stanford-grade science and Big 4 … Data science & AI Jan 30, 2026 time 6 mins read view view More AI Spending in Insurance: An Analysis of Accenture’s Report Accenture’s report reveals a clear shift: insurers are committing more capital to AI as a strategic… Data science & AI Jan 29, 2026 time 4 mins read view view Bridging the Production Gap: From Experimental AI to Measurable Business Value 80% of AI projects fail to reach production. VECTOR Labs uses Stanford-grade scientific rigor and B… Data science & AI Jan 23, 2026 time 4 mins read view view Anthropic Economic Index 2026: How AI Drives Productivity The Anthropic Economic Index report sheds light on how AI is changing work, productivity, and adopt… Data science & AI Jan 21, 2026 time 3 mins read view view AstraZeneca acquires Modella AI and will integrate its models AstraZeneca’s acquisition of Modella AI marks a strategic shift toward embedding AI within oncology…
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