Industries
Every day your NDA is delayed, your patent exclusivity burns. Not figuratively. Millions in revenue, gone. An NDA/BLA requires pulling CMC data, nonclinical packages, and clinical results from dozens of internal systems, CRO EDCs, and third-party labs — then reconciling it all into a single eCTD submission. The science is ready. The data infrastructure isn't. And the patent clock doesn't pause while your team assembles spreadsheets.
Your pharmacovigilance signals are scattered across spontaneous reporting databases, published literature, social media monitoring, and clinical trial safety data — each in a different system with a different schema.
A safety signal that should trigger a label update in weeks takes you months because the data is in six different formats across four different vendors. Real-World Evidence sits in claims databases, EHR extracts, and patient registries with inconsistent identifiers, making cross-source analysis a months-long project.
You have systems of record for every stage of the pipeline — but no system of action that lets you query across the full molecule-to-market lifecycle.
The Tufts Center for Drug Development estimates that bringing a single drug to market requires 10.5 years and $2.6 billion on average, with data management and integration cited as the longest operational bottleneck.
Every day of delay in NDA submission is a day of lost patent exclusivity — worth millions for blockbuster drugs.
Imagine what happens when a competitor files first because their data infrastructure didn't require six months of manual assembly.
Unify trial data, Real-World Evidence, CRO portals, and safety databases into one governed layer.
Regulatory affairs teams and AI agents run permissioned semantic search across the entire research pipeline — from molecule to market.
30 minutes. We'll map what's broken, show you what to build first, and connect Agent Lake to your stack.
Talk About Pharma & Life Sciences30 minutes. We'll map your current data landscape, identify what to build first, and show you how Agent Lake connects to your stack. No pitch deck. No commitment.