Cellformatica helps life scientists and research-driven organizations turn complex data and difficult questions into analysis, insights, and scientific content that meets the highest professional standards.



Run the work yourself. Our instruments put research-grade AI directly in your hands by subscription, ready whenever you need them. This is the right choice when you want ongoing, hands-on access and will drive the analysis or writing on your own.
Hand the work to our team. We frame the question, select and guide the AI, and deliver a finished result that a human specialist has examined and endorsed. Priced per project, this is the right choice for one-off, high-stakes, or submission-ready work.
A Tool and a Service can cover the same ground — the difference is who runs the work. Many clients use both.
All instruments are available by subscription, with pricing designed to be accessible for academic and industry researchers alike.
Cellformatica's growing instrument suite gives researchers direct access to AI trained on life sciences literature and optimized for the specific demands of biological data. Our AI tools live on Formaticon – an AWS cloud deployed online platform. Formaticon hosts AI Scientist an adaptive AI teammate able to address any analytic task a human bioscientist could face. For example AI Scientist make take shape of a Review Paper Writer, Peer Reviewer, Data Analyst etc. depending on the speicifc way (template) that is used to prompt it. In addition, Formaticon hosts a range of legacy tools tailored for specific type of analysis (AI enhanced geneset annotation and batch queries). Further instruments are in active development and will be added to the suite as they become available.
Data analysis turns stalled datasets into results, from CRISPR screens to single-cell experiments to literature backlogs. We take the work on directly, or set you up with the right AI tools to do it yourself. Every deliverable holds up to internal review, IP scrutiny, and regulatory inspection.

Custom AI instrument development builds the tool you need when no existing one fits your assay, data structure, or pipeline. We deliver it with the documentation and training your team needs to run, maintain, and extend it. The instrument lives in your lab, not on a vendor's server.
Scientific and marketing content handles grant sections, review articles, white papers, application notes, and positioning documents. We meet the standards of your field, journal, or commercial audience while you keep authorship and final say. It's written by people who read your science as fluently as your readers do.
The scientific community has good reasons to be cautious about AI-generated content, and funders, journals, and institutions are raising the bar on quality, transparency, and accountability. Cellformatica was built with that bar in mind. Every output we produce, whether from a subscription instrument or a commissioned project, is examined and endorsed by a scientist before it reaches a client. Our clients publish it, submit it, and put their names on it, and that responsibility shapes everything we do.