For institutions
Understand your research community beyond publications — and turn that evidence into strategy
ONE helps institutions map talent, improve researcher visibility, support responsible assessment, and build stronger evidence for strategy, evaluation, recruitment, and external positioning.
A structured evidence layer for institutional understanding
Move from fragmented records to contextual evidence that supports strategy, reform, and researcher development.
Institutional problem
Research activity is distributed across people, systems, and documents.
Institutions need to understand their research communities, but the evidence is often fragmented across CRIS systems, CVs, publication databases, funder reports, departmental records, and researcher-maintained documents.
This makes it difficult to map strengths, support careers, reduce reporting burden, and implement responsible assessment reforms.
What ONE provides
A structured evidence layer for institutional understanding
ONE provides an infrastructure layer that connects researcher profiles, open scholarly metadata, structured contributions, indicators, dimensions, competences, badges, and contextual cohorts.
The result is not only a set of metrics, but a reusable evidence layer that can support institutional strategy, assessment reform, and researcher development.
Institutional use cases
What institutions can do with ONE
Multidimensional excellence mapping
Explore strengths across dimensions of research activity, not only publication and citation indicators.
Profile activation and data enrichment
Run activation workflows that help researchers claim, clean, and enrich their profiles.
Responsible assessment support
Use contextual evidence to support assessment practices aligned with responsible research assessment principles.
Competence and human capital mapping
Understand competences, roles, and development patterns across researchers and groups.
Macro-to-micro navigation
Move from institutional landscapes to groups and individual researchers while preserving field, career-stage, and geographical context.
Infrastructure scale
From institution to territory and back to researchers
ONE connects evidence across multiple levels: institutions, regions, countries, continents, and individual researchers. This allows institutions to understand their position in broader research landscapes while still supporting individual evidence records.
Responsible assessment alignment
Built for responsible assessment reform
ONE is designed to support contextual, multidimensional, and transparent interpretation of research activity. It does not rely on journal-level proxies as the basis for assessment and does not reduce research careers to a single score.
Institutions can use ONE to explore how responsible assessment principles can be operationalized through infrastructure.
Explore an institutional evidence infrastructure.
Talk to us about activation workflows, institutional mapping, and responsible assessment pilots.
See how ONE differs from CRIS/RIMS platforms, bibliometric analytics tools, open metadata dashboards, rankings, and outcomes reporting workflows.
