AI in Biotech Finance

AI models for biotech revenue forecasting, valuation, cost-of-goods optimization, pipeline financial projections, and financial risk analysis.

AI in biotech deal structuring: how to model partnerships before you sign them

AI in biotech deal structuring: how to model partnerships before you sign them

AI in biotech deal structuring: how to model partnerships before you sign them In 2025, AI and machine learning drug discovery licensing deals totalled $43.4 billion across 114 transactions. That is a significant acceleration from prior years, and the deals are getting more structurally complex. Platform licensing deals, foundation model partnerships, and multi-asset collaboration agreements […]

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Neurocrine acquires Soleno for $2.9B: what a $2.9B rare disease bet signals about the 2026 M&A wave

Neurocrine acquires Soleno for $2.9B: what a $2.9B rare disease bet signals about the 2026 M&A wave

Neurocrine acquires Soleno for $2.9B: what the deal signals about the 2026 M&A wave Neurocrine Biosciences has agreed to acquire Soleno Therapeutics for $2.9 billion in cash. The deal is Neurocrine’s largest acquisition ever and adds Vykat XR (diazoxide choline), the first and only FDA-approved treatment for hyperphagia in Prader-Willi Syndrome, to its rare disease

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AI Biotech Valuation Modeling: Why the rNPV Spreadsheet Is No Longer Enough

Traditional rNPV models are underperforming for AI-discovered biotech assets because their probability of success benchmarks and competitive intelligence inputs do not reflect the speed at which AI pipelines and competitive landscapes change. AI valuation tools add continuous competitive monitoring, AI-calibrated PoS inputs, and rapid scenario generation. This article explains where the leverage points are and how to start.

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