Lab Data Blog

Insights on AI-driven data management for biotech & pharma.

What a scientist could learn from an engineer
Data Management Life Sciences

What a scientist could learn from an engineer

Can we make data collaboration-ready applying lessons from software development?

Angelina, CEO at sci2sci Aug 20, 2025
Beyond chats - LLMs as data management assistants
AI Data management

Beyond chats - LLMs as data management assistants

Can AI help in making data "AI-ready"? Yes, but there are nuances to it.

Angelina, CEO at sci2sci Jul 24, 2025
Data and knowledge management in the LLM era
AI Knowledge management

Data and knowledge management in the LLM era

LLMs and research data integration: what we learned working with life-sciences data.

Angelina, CEO at sci2sci Jul 10, 2025
Why biopharma data is different
Data Management Life Sciences

Why biopharma data is different

For the last 4 years I've been working on life sciences data management. This letter shares what we've learned about bounded vs unbounded domains and why Office tools persist in scientific workflows.

Angelina, CEO at sci2sci Jun 24, 2025