Pharmaceutical Industry Articles & Reports - Page 3

Learn how machine learning (ML) and AI are used for pharmaceutical CMC process optimization. This guide covers applications, data challenges, and case studies.

Learn how generative AI and LLMs assist in drafting pharma IND & CTA submissions. This guide explains the benefits, risks, GxP compliance, and FDA/EMA guidance.

Learn to build an AI-powered competitive intelligence stack for biotech. This guide covers key data sources, NLP/ML methods, and use cases for R&D strategy.

An educational guide to making your biotech AI-ready. Explore essential data infrastructure fixes for data quality, integration, compute, and governance.

Learn how to measure AI ROI in drug discovery beyond cost and time savings. This guide explains key metrics for scientific outcomes, pipeline productivity, and

A framework for biotech CDOs on the build vs. buy AI decision. Analyzes costs, time-to-value, integration challenges, and vendor evaluation criteria.

Learn how to use generative AI for SOP drafting in GxP life sciences. This guide covers balancing automation benefits with regulatory compliance, validation, an

Explore the ROI of predictive maintenance for lab instruments. This guide analyzes the cost-benefit factors of ML scheduling to reduce downtime and extend equip

Learn how AI and LLMs can build a "Second Brain" for pharma R&D. This guide covers creating a searchable institutional memory to overcome data silos in drug dis

Learn how biotech knowledge graphs are built for drug discovery. This guide covers key architecture patterns (ETL, ELT) for integrating compounds, assays, and t

Learn how Large Language Models (LLMs) and RAG are used for financial document analysis. This guide explains how to extract insights from SEC filings and corpor

An in-depth guide for bench scientists on using LLM copilots in research. Explore real-world applications, performance data, current limitations, and future tre

Understand algorithmic redlining, a form of AI bias creating housing and lending discrimination. Explore its causes, legal frameworks, and effective technical s

Learn why spreadsheets fail for life sciences contract management. This guide explores how AI-powered CLM improves efficiency, compliance, and clinical trial cy

An in-depth 2025 comparison of AI API pricing. Analyze per-token costs for X.AI Grok, Google Gemini, OpenAI GPT-4o, and Anthropic Claude to budget for AI.

An educational overview of the NeurIPS 2025 conference. Learn about key trends in AI research, including LLMs, major awards, acceptance rates, and new paper tra

An analysis of the 2025 RAM shortage. Learn how massive AI demand for HBM is straining the DRAM supply, leading to surging prices for PC, gaming, and server mem

An educational guide to NVIDIA AI GPU pricing. We analyze the cost of H100 & H200 GPUs, market factors, HBM memory costs, and compare purchase vs. cloud rental.

A complete guide to Anthropic Claude pricing. Learn about subscription plans (Pro, Max, Team) and per-token API costs for models like Opus 4.5 and Sonnet.

Learn about Microsoft Copilot pricing for business at $30/user. This guide explains the add-on model, licensing requirements, and qualifying Office 365 plans.

A complete guide to Google Gemini for business plans and pricing. Learn about API costs, Workspace tiers, enterprise models, and real-world use cases.

An in-depth guide to Mistral Large 3, the open-source MoE LLM. Learn about its architecture, 675B parameters, 256k context window, and benchmark performance.

Learn about Causaly Pipeline Graph, an AI platform integrating competitive intelligence and knowledge graphs for pharma R&D. This guide covers its features.

Learn about Clarivate Cortellis, the life sciences intelligence platform for drug discovery and R&D. This guide covers its modules, data, history, and AI featur