sci2sci UG services

Can't find data from a few years ago? Poor documentation? A colleague left and now you're playing detective across five systems and dozens of folders? You're not alone. Our research with 100+ biotech professionals found that over 50% 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.

We heard this story in 40% 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. Learn how we built a catalog that actually works for biopharma complexity.

Coordinating with CROs, universities or even other departments in your own company? That's where things get messy. 30% 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.