A biologist, a physician, a geologist, a psychologist, a humanities researcher. They walk in with a hard drive full of legacy data and walk out with a clear mapping of their data and methods to AI, concrete AI/ML implementation proposals, a structured project, and EU alignment by design.
The agent asks the right scoping questions for your data, your domain and your goal. Risk and legal bases are processed inside the EU AI Act + GDPR framework from the first turn.
Your One-Pager is visible to verified AI Researchers in the Project Plaza. They apply at your tiers (research collaboration, MSc, BSc, classroom). You review and accept the match — the Project Room opens.
The collaboration unfolds in the Project Room — a shared workspace with downloadable audit trail. Output: a paper, a tool, a methodology.
Your data — already collected, often archived — and legacy methods that can be made faster and more precise, reactivated and published in record time, under European data governance.
Dormant data on hard drives. Slow methodologies in lab notebooks. The intake agent reads both — your dataset and your domain expertise — and surfaces what AI can amplify. Archive becomes asset. Manual protocol becomes AI-augmented method.
One conversation produces a Technical One-Pager: scope, your methodology mapped to AI counterparts, risk classification, citations, and a portfolio across teaching tiers — research, MSc, BSc, classroom.
EU AI Act risk classification, GDPR-by-design, EU data residency, zero retention on LLM processing. EU alignment is the substrate, not a checkbox at the end.
“Domain researchers hold years of carefully collected data and legacy methodologies — slow, manual, often imprecise. Today’s ML and AI tools can reactivate those datasets and turn legacy methods into faster, more precise ones — closing a stronger scientific cycle. <brand/> AI Science Hub is the channel that makes it possible, with EU data governance and security by design.”
An AI Consultancy Agent in one chat. From your photos, CSVs and answers, it elaborates a Technical One-Pager when you approve the methods. Accessible, multilingual, multimodal.
Drop a photo, a CSV or a paragraph in Spanish, English, Italian, French or German. The agent grounds proposals in ground-truth data.
Classical statistics, standard ML, frontier disruptive options. The agent proposes, you approve, modify or reject — in plain language.
An EU Act + GDPR engine over EUR-Lex returns risk classification with article-level citations before any method enters the One-Pager.
The output isn't a chat log — it's a publishable One-Pager Project. Created with the Domain Researcher, ready for the AI Researcher.
A dataset of 32,000 landmarks over images of Erysimum flowers, manually annotated in 32 morphometric points around the calyx. The proposed method replaces a 3-day manual annotation pipeline with a 5-minute on-device CNN, enabling field-side morphometric work for ecologists.
No personal data · GDPR-by-design. Downloadable audit trail.
Trust is not a section in our terms of service. It is the foundation every conversation, every match, every export sits on.
Your data does not leave the European Union — at rest, in motion, or in transit through model inference.
All LLM and embedding providers operate under no-train, no-retain agreements. Disclosed on the first turn of every intake conversation.
Scheria itself is classified as limited-risk under Article 50. Each One-Pager carries its own classification with article-level citations queried in real time from EUR-Lex.
SSO-ready for university IDP integration. Per-project audit log, downloadable, ready for institutional DPA review.
Open-access journal of completed research. SEO-indexed. Where the Project Plaza ends and the publication record begins.
FEATURE
