Industries
Where AI Is Actually Being Deployed
Seven value chains. Hundreds of use cases. The signal from someone deploying across all of them.
BioPharma
Drug discovery, clinical trial matching, pharmacovigilance, regulatory intelligence, supply chain optimization, manufacturing QC.
MedTech
Surgical AI, diagnostic imaging, device monitoring, surgical instrument tracking, computer vision for procedure analysis.
Payers
Prior authorization automation, claims processing, fraud detection, member engagement, utilization management, risk stratification.
Providers
Clinical decision support, ambient documentation, patient recruitment, adverse event detection, care coordination, EHR intelligence.
EdTech
Personalized learning, adaptive assessment, content generation, student analytics, curriculum optimization, tutoring systems.
CPG
Demand forecasting, supply chain optimization, personalization, pricing intelligence, consumer insights, product innovation.
Technology
Platform AI, developer tools, enterprise automation, AI infrastructure, model evaluation, MLOps at scale.