Focus your researchers' time on science.
Charlie brings together scientific monitoring, data analysis, experimental traceability, and integrations with your tech stack—hosted in France and independent of U.S. tech giants.
A unified workflow for scientific research
From monitoring to publication: Charlie brings together all the tools your teams need on a daily basis in one place.
Technical and Economic Monitoring
Automated monitoring of scientific literature, patents, clinical trials, and websites.
OMICS Data Analysis
Extraction and analysis of external datasets (GEO, TCGA, KEGG, etc.) and your internal data.
- Bioinformatics Module (PCA, Volcano, UMAP) — invitation-only beta
- Analysis of Figures and Charts
- Generated diagrams and timelines
Experimental approach
Detailed protocol recommendations, experiment traceability, and procurement.
Integrations
Office automation, internal documentation, electronic lab notebooks, statistical tools.
- eLabFTW (lab notebook)
- API Index — Global Data
- ProConnect — French government
- Reducing the mental workload of scientists
- Improving access to and analysis of global scientific data
- Reduce trial and error
- Protecting the independence of French research
What "Charlie" means for everyone
One platform, tailored benefits based on your role within the organization.
Executive Management & R&D;
CEO, COO, Chief Scientific Officer, Head of R&D;
- Faster monitoring: Your teams can identify early warning signs (publications, patents, clinical trials) sooner.
- Strategic independence: no reliance on OpenAI, Google, or Anthropic — a sovereign French infrastructure.
- Measurable ROI: fewer hours wasted rephrasing queries or rereading entire PDFs—the value lies in scientific analysis.
Laboratory Departments / Joint Research Units
Director of a Joint Research Unit (UMR), Unit Head, Head of an Academic Department
- Institutional memory: Projects build on existing lines of research, regardless of changes in the doctoral student roster.
- Fast-track onboarding: A new PhD student can access all the relevant literature and the team’s notes on their topic within a few hours.
- Compliance and Sovereignty: GDPR, AI Act, Scaleway France hosting, ProConnect for the public sector.
Team Leaders
Project manager, scientific manager, lead researcher, group facilitator
- Standardize practices: everyone works in the same space, using the same guidelines and the same citation format.
- Activity visibility: See what the team has explored, shared, and highlighted—without any extra meetings.
- Reducing mental load: automating monitoring, leveraging notes, freeing up time for science.
Researchers & PhD students
At the heart of what matters—the people whose time you want to cherish
- Less hassle: one place to search, read, highlight, take notes, and create diagrams.
- More discoveries: the feed shows you what you might have missed, and the Reflection mode cross-references sources you might not have thought to check.
- Verifiable citations: every claim links to an actual article, not some figment of the imagination.
Sovereignty, compliance, independence
Charlie is designed for organizations that cannot afford to have their scientific data leave Europe.
Scaleway Hosting France
GPU infrastructure located in France. Your scientific data remains within the country—no Cloud Act, no transfers outside the EU.
GDPR & AI Act
Native GDPR compliance, aligned with the European AI Act. Your prompts and documents are not used for training.
ProConnect & the Public Sector
ProConnect authentication for government employees. Compliant with public research procurement policies.
Let's discuss your needs
A 30-minute demo to understand your situation, show you how Charlie works for your specific needs, and provide a quote for a deployment tailored to your team.