Winners with AI and data quality aren't the organizations with the largest budgets, most data or highest IT spend. They’ve just built the best governance foundations. There’s no debate. Today, pharmaceutical, biotech and life sciences companies are making AI a strategic priority. The ambition is clear and even heroic: Accelerate drug discovery, improve clinical trial design, automate routine tasks, generate real-world evidence and bring therapies to patients faster.