Clinical metadata pipeline
Metadata is scattered and reviews are slow. We centralize and automate quality to accelerate validations.
BIOLOGY & LIFE SCIENCES
We build bioinformatics tools and data pipelines for labs and biotechs: dataset management, clinical metadata, research process automation and regulatory compliance.
Prefer to talk before formalizing anything? 20 min by video or over coffee.
Expertise built within demanding organizations.






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Sector specifics

Vivien NOEL
Co-founder & technical lead

Soraya NOEL
Co-founder & delivery
Available for a 20-min call or coffee before anything is formalized.
YOUR CONTACT
Vivien built a dual skill set in science and data-oriented web development: biostatistics at Tecnológico de Monterrey and CSIRO, a master’s in biotechnology at UANL, then four years at Sanofi R&D on sensitive projects — metadata, graph RAG, pipeline automation, and decision-support tools for research.
Soraya brings operational rigor and project management. She ensures every deliverable stays aligned with business teams, regulatory constraints, and research objectives.
Meet usTypical use cases
Metadata is scattered and reviews are slow. We centralize and automate quality to accelerate validations.
You waste time tracing sample origin. We deliver a traceability app connected to your LIMS.
Genomic/proteomic data lives in silos. We bring it together in an exploratory dashboard.
Reports take days. We automate their generation and review.
MVP ideas
Simulate the impact of a first measurable version before building it.

Centralize metadata entry, validation and extraction to speed up regulatory reviews.
Explore this MVP
Automate data processing steps to guarantee traceability and reproducibility of analyses.
Explore this MVPSpot anomalies, duplicates and inconsistencies in research data before they bias analyses.
Explore this MVPLet’s talk for 20 min to find the right angle and a measurable first version.
Discuss your projectWhy us
We understand research data, compliance stakes, and the pressure of R&D deadlines. Vivien translates scientific problems into reliable technical solutions. Soraya drives quality, documentation, and team handover.
Book a 20-min strategy callWe have worked at:






Scope, timeline and price agreed upfront.
We frame the need, expected deliverables and fixed price together. A contract formalizes the scope and expected results.
Measurable increments demonstrated weekly, with a shared dashboard and quality indicators.
You only pay at validated milestones. We document, train your teams and hand over for autonomous operation.
Training and handover included: our leads document, explain and train your teams for autonomous operation. and project continuity with the same best practices.
Direct answers about biology, research and data projects.
Biostatistical programming, clinical metadata, research pipelines. We have worked with labs and pharma R&D.
Yes, depending on the APIs and formats approved by your IT. We favor standard and secure integrations.
Automated tests, versioning, transformation documentation and quality indicators.
Yes. We deliver a documented technical foundation and train your teams for gradual handover.
Dashboards, data pipelines, metadata tools, automations. Always with run documentation.
RESOURCES
Practical methods, feedback and sector insights.
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Tell us about your friction. We define your North Star, its metrics, and how to make your MVP measurable.