VectorCat
by sci2sci Self-curating knowledge for biopharma
Automates data curation and discovery - because you have more important work to do
VectorCat
by sci2sci Self-curating knowledge for biopharma
Automates data curation and discovery - because you have more important work to do
Works for teams, not vice versa:
Last 15 years in life sciences
Data management journey recap:
Network Drives
"Just organize it better!"
Employees spend hours organizing. Still couldn't find that experiment from 2 years ago.
Digital Transformation
"Split everything into specialized systems!"
Now we have 10 systems with APIs. We spend hours documenting and curating data. That experiment? Well, who knows where it is...
AI Integration
"Make everything accessible to AI with MCPs!"
We have 10 MCPs. Now we support documentation on how to access data and documents for the AI. Guess where this is going?
The result:
We got more data, more systems, more things to manage and validate. And still - we can't find documents and data from a few years ago.
VectorCat: self-curating knowledge
Stop organizing. Focus on what matters.
No interrupting "where is..." messages in Teams
AI and search connect everything from "weekly_32.pptx" to the data lake and BI dashboards.
No manual curation
Your data organizes itself as you use it. No tagging, no metadata filling. Documentation writes itself.
Instantly accessible context
See how data flows from notes to final reports. AI will use it to answer your questions.
Data archaeology is automated
Let AI do the search and defend its findings. With fully traceable, document-grounded evidence.
Experiment from 2021?
Found in minutes, complete with:
Use case examples:
Locate data and documents
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Locate data and documents
Search across all your systems with natural language queries
Didn't find your use case?
Book a demo call or write us at info@sci2sci.com - we're always open to new interesting problems!What makes it different:
Connects everything
From protocols in ELNs, LIMS and Excels on old network drives to cloud storages, data lakes, BI dashboards and external sources.
Universal lineage
Lineage which maps both data processing and documents, because in biopharma you need full context.
Unified access
Search, governance, curation, AI chats. For all systems in the company, without data migration.
Verifiable AI
AI hallucinates. We make it easy to verify and catch errors. For every task, from curating data to deep research. More info here.
Data catalog designed for biotech & pharma:
Biopharma data adapters
From gene sequencing files to microscopy images, we can connect your very specific data assets to the rest of your data infrastructure to improve data observability and usability.
First class support for unstructured data
Lab notes, protocols and presentations - they are as important as structured data. We can help you connect these diverse data types into a unified, traceable and searchable system.
Customization to your infrastructure
Changing processes or tools would be a challenge. We adapt our system to be compatible with your existing infrastructure, so that you don’t need to move your data or convince people of adopting new tools.
Security embedded in design
We prioritize security at every level. We can deliver our systems to you, so our team never has access to your data. Our AI inherits user permissions - so it will never expose sensitive data to unpriviledged users.
