Scheria - AI Science Hub

The Institution's Journey

Institutions need Publications.
Now they have a platform that provides that.

Universities, institutes and research centers bring their domain researchers and AI researchers onto a single governed channel. Every dataset, every collaboration, every output routes through one auditable infrastructure — EU AI Act + GDPR by design.

INST

Institution

University · Institute · Research Center

“We need our researchers to publish — secure, compliant, audit-ready.”

01Reactivation

Institution scope → Governance

The institution registers, sets EU AI Act + GDPR scope by role, and invites domain + AI researchers onto the hub under one governance umbrella.

IntakeOrg-level setup

Audit logPre-cleared per role

02Structured scope

Project Plaza → Multi-collab visibility

Your domain researchers reactivate dormant data; AI researchers apply through Project Plaza. The institution sees every collaboration in real-time audit log.

Project PlazaResearcher projects visible

Project RoomMulti-collab workspaces

03Publish

Outputs → Institutional credit

Institutional papers, tools, theses. Publication credit + methodology library. Compliance-export ready for funder reports.

OutputPapers · tools · theses

TiersResearch · MSc · BSc · Classroom

The promise to Institutions

More papers.
Higher rankings.
Reduce unmanaged AI use.
EU Data Governance by design.

Your researchers are already using AI. The question is whether that usage is documented and converting into indexed publications — or siloed on personal accounts, outside your DPA.

Scheria replaces fragmented, unregulated AI use with a single governed channel. The institution captures the value because every dataset, every collaboration, every output routes through one auditable infrastructure.

01 — Output

Every department, one pipeline.

Domain researchers convert dormant datasets into co-authored publications, defended theses, and completed BSc theses — with authorship terms established from day one, not negotiated after the fact.

KPIs your grants office tracks — indexed papers, defended theses, cross-department collaborations.

02 — Risk

Shadow AI ends the day the platform goes live.

Every dataset, every model, every AI-assisted output passes through a governed, auditable infrastructure.

One audit trail — no unlogged API calls, no personal AI tools handling sensitive research data.

03 — Interdisciplinarity

Biology data is your Data Science thesis.

Scheria is the structural channel that doesn't exist today — the one that connects a Domain Researcher's ecological survey to an AI Researcher's MSc.

Q1 papers from real cross-department collaboration — the default mode.

04 — Posture

Position as an EU-Aligned AI Institution.

Every project receives EU AI Act + GDPR clearance at ingestion, with article-level citations from EUR-Lex. The EU alignment layer ships with the platform, not built by you. The result: a posture that wins grants, differentiates in accreditation, and recruits researchers.

Competitive edge in grants, accreditation and recruiting — built on GDPR-by-design, DPA-ready, SSO-ready, zero off-EU data movement, no LLM retention.

Book an institutional briefing

Trust Pillars

European Data Governance. By design.

Trust is not a section in our terms of service. It is the foundation every conversation, every match, every export sits on.

EU data residency

Your data does not leave the European Union — at rest, in motion, or in transit through model inference.

Zero retention on LLM processing

All LLM and embedding providers operate under no-train, no-retain agreements. Disclosed on the first turn of every intake conversation.

EU AI Act · Limited risk

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.