What are you trying to solve?

Deployed

Prevent quality escapes

Detect packaging defects

Manufacturing Vision Direct

Pilot

Find safety signals earlier

Detect adverse event signals in literature

Safety NLP / LLMs Indirect

Deployed

Improve patient engagement

Personalize patient engagement with wearables

Commercial Wearables Not GxP

Concept

Reduce manual review

Automate batch record review

Quality RPA Direct

Pilot

Connect fragmented evidence

Map drug-disease relationships with knowledge graphs

R&D Graphs Indirect

Deployed

Reduce enrollment risk

Forecast clinical trial site enrollment

Clinical Predictive ML Indirect

Pilot

Accelerate image review

Automate preclinical image analysis

Preclinical Vision Indirect

Pilot

Protect product integrity

Track product authenticity with blockchain

Supply chain Blockchain Direct

Concept

Test scenarios before change

Simulate manufacturing processes with digital twins

Manufacturing Digital twins Indirect

Concept

Find promising targets faster

Identify novel drug targets

R&D Predictive ML Direct

Pilot

Reduce document workload

Automate regulatory document preparation

Regulatory Generative AI Indirect

Pilot

Prevent temperature excursions

Monitor cold chain with IoT sensors

Supply chain IoT sensors Direct