Built for real problems in life sciences
We designed our product around 3 main challenges our respondents mentioned in interviews with 100+ biotech professionals.
Data findability and traceability
Can't find data from a few years ago? Poor documentation? A colleague left and now you're playing detective across five systems and hundreds of folders?
You're not alone. Our research with 100+ biotech professionals found that over 80% struggle with data discovery — especially after migrations, team changes or when digging into historical projects.
That's exactly why we built these features first. This section shows how we make data discovery simple, even for legacy systems and old projects.
Locate data and documents
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Search across all your systems with natural language queries
Metadata management and data governance
"Managing metadata is hard, manual and painful."
We heard this story in 70% of our customer interviews. Schemas need constant updates. People fill in duplicate information. Nothing stays organized.
We listened. Our data catalog handles schema evolution automatically, curates metadata for you and updates seamlessly as your data grows.
Plus, we added smart governance features — like automatic PII/confidentiality checks and permissions that let people find data without accessing sensitive content.
Annotate metadata for automatic pipelines
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AI-powered annotation to feed your analysis workflows
Cross-team collaborations and partnerships
Managing data within your team? That's one challenge.
Coordinating with CROs, universities or even other departments in your own company? That's where things get messy.
60% of our interviews highlighted these collaboration friction points. Different systems, different standards, different workflows.
We designed our platform as a bridge — connecting science teams with tech teams, internal data with external partners. Features that work for everyone, regardless of technical background.
Because collaborations shouldn't get stuck in data silos.
Track work in collaborations
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AI agent to recover relationships between teams, projects and external partners
Ready to solve these problems?
Book a call to see how VectorCat tackles data findability, metadata curation and collaboration friction — on your own data.