For: rector, vice-rector for research, research office, ministry, analytics team
builds an institutional management dashboard: publication trends, citations, OA share, topics, journals, countries and partner institutions.
Indicators and charts: publications by year, citations by year, OA share, top topics, top journals, collaboration map, partner institutions, executive report.
After implementation: After implementation: leadership sees an integrated research picture and manageable areas for access, training, publication strategy or partnerships.
For: researchers, libraries, research offices, departments, supervisors
provides a quality basis for literature discovery and analysis of publications, journals, authors and research areas.
Indicators and charts: publication activity, citations, categories, journal sources, authors, keywords, international visibility.
After implementation: After implementation: researchers get a reliable path to relevant literature and the library can build training around real disciplines.
For: leadership, vice-rectors, analysts, strategy teams, research offices
helps compare fields, units, institutions and countries and prepare reports for strategy, KPIs and management discussions.
Indicators and charts: normalized citation impact, % international collaborations, % industry collaborations, productivity, subject areas, benchmarks, trend comparison.
After implementation: After implementation: research can be discussed with comparable indicators, not only article counts.
For: research offices, libraries, departments, authors, journal editorial teams
helps explain journal channels, JIF/JCI context, categories, quartiles and journal positioning by field.
Indicators and charts: JIF, JCI, quartile, category rank, journal profile, subject category, publication channel quality.
After implementation: After implementation: authors get journal navigation and the research office gains a basis for publication strategy.
For: research offices, grant offices, researchers, international offices
helps identify relevant funding opportunities and build workflows to bring them to researchers.
Indicators and charts: funding opportunities by field, deadlines, researcher profiles, alerts, proposal pipeline.
After implementation: After implementation: grant work becomes a regular matching workflow rather than random search.
For: researchers, master’s students, PhD students, supervisors
helps manage references, citations and styles, reducing technical friction in manuscripts and theses.
Indicators and charts: reference list quality, citation style consistency, manuscript preparation efficiency, author training.
After implementation: After implementation: authors spend less time on reference formatting and training becomes practical.