For Agencies & Policy
Research intelligence for governance, reform, and system understanding
ONE helps agencies and policy actors build a more contextual, connected, and operational understanding of researchers, institutions, and research ecosystems.
Built for agencies, ministries, public funders, and policy actors navigating a changing research assessment landscape.
Assessment reform requires infrastructure, not only principles.
ONE is designed to help agencies move from high-level reform goals to usable analytical support for governance, monitoring, and implementation.
More than a dashboard, and more than a bibliometric tool.
Use ONE to support system understanding, institutional analysis, ecosystem visibility, and policy-facing conversations with stronger context.
The system-level challenge
Research reform is advancing faster than the infrastructures needed to support it
Across the research system, policy actors are increasingly expected to promote fairer, more transparent, and more meaningful approaches to research assessment and research intelligence. At the same time, many still depend on fragmented data sources, narrow metrics, and tools that were not designed for this transition.
This creates a structural problem. The principles of reform may be gaining recognition, but operational infrastructures often remain tied to older assumptions about what counts, what can be compared, and how research systems should be understood.
Principles alone are not enough. Reform requires usable infrastructure.
Fragmented evidence sources
Critical signals remain dispersed across tools, datasets, and reporting structures that do not add up to a coherent intelligence layer.
Narrow metric dependence
Policy conversations still default too easily to simplified indicators that flatten differences in context, mission, and contribution.
Weak contextual comparison
Even when more data is available, fair interpretation often remains limited by poor benchmarking logic and weak peer framing.
Limited implementation support
Reform ambitions frequently outpace the analytical tools that agencies need to operationalize those ambitions in practice.
Reframing the category
ONE is not just another evaluation tool
ONE is designed as a research intelligence infrastructure that can support governance, analysis, and strategic understanding across researchers, institutions, and ecosystems. Its value lies not only in showing indicators, but in enabling a more contextual and multidimensional understanding of research systems.
That makes it relevant not only for assessment discussions, but also for monitoring, strategy, ecosystem analysis, and public-sector decision support.
Tools that remain tied to older assumptions
- Fragmented tools and disconnected evidence flows
- Narrow metric logic that overweights output counts
- Weak implementation fit for reform-oriented assessment
- Limited visibility into ecosystem patterns and context
A more usable layer of system intelligence
- Connected intelligence across researchers, institutions, and ecosystems
- Contextual benchmarking and multidimensional evidence
- Stronger alignment between reform goals and operational use
- Better support for governance, monitoring, and analysis
From disconnected signals to a more usable layer of system intelligence.
What ONE enables for policy contexts
A more connected basis for understanding research systems
ONE helps policy-facing actors move from fragmented evidence toward a more coherent view of researchers, institutions, and ecosystems. It supports analysis that is more contextual, more multidimensional, and more usable in practice.
System monitoring
Develop a more coherent understanding of research actors, capacities, and patterns across institutional and ecosystem contexts.
Contextual evidence
Support interpretation and decision-making with better comparison logic rather than relying on narrow or decontextualized signals.
Reform implementation support
Bridge the gap between the aspiration for more responsible assessment and the practical need for usable analytical infrastructure.
Strategic ecosystem intelligence
Strengthen the ability to identify strengths, gaps, emerging areas, and institutional dynamics across a research landscape.
Relevant public and policy use cases
Relevant across multiple public and policy functions
ONE is designed to feel practically relevant for governance teams, analytical units, public funders, and reform-oriented institutions without collapsing into a generic reporting product.
Research system analysis
Support a more structured view of researchers, institutions, capacities, and emerging areas across a national or thematic research landscape.
Assessment reform support
Provide a more practical evidence layer for institutions and agencies seeking to move beyond narrow metric dependence while maintaining analytical usefulness.
Institutional intelligence at scale
Help agencies and system actors understand the positioning, strengths, and patterns of research-performing organizations more clearly.
Strategic programs and pilot initiatives
Enable more informed design and follow-up of targeted initiatives, baseline analyses, cohort-based actions, or system-improvement programs.
Communication and public narrative
Support a more credible public and institutional narrative about research capacity, excellence, inclusion, and ecosystem development.
Why this matters now
The policy environment is changing, but operational tools have not fully caught up
There is growing recognition across the research system that narrow metric dependency is insufficient. Agencies, ministries, public funders, and institutions increasingly operate under pressure to support more fair, transparent, and meaningful forms of evaluation and monitoring.
Yet many still lack the infrastructure needed to translate these expectations into practice. This is where ONE becomes relevant: not as a rhetorical statement, but as an operational intelligence layer for a changing environment.
The challenge is no longer only conceptual. It is infrastructural.
What makes ONE different
What distinguishes ONE from conventional alternatives
A broader evidence model
ONE is built to support a richer understanding of research actors and ecosystems than narrow output-based views alone can provide.
Better comparison logic
Meaningful benchmarking depends on context. ONE treats peer positioning and interpretive fairness as part of the intelligence layer, not as an afterthought.
Stronger reform relevance
The platform is designed with awareness of the shift toward more responsible, multidimensional, and context-sensitive assessment.
Operational usefulness
The goal is not only to describe research differently, but to support governance, analysis, strategy, and public-sector action more effectively.
Different entry points for different contexts
Different entry points for different policy and agency contexts
Not every collaboration needs to begin at the same scale. ONE can support different starting points depending on mandate, timing, internal readiness, and policy objective.
Strategic briefing
A focused introduction to the platform and its relevance for agency or policy contexts.
Pilot or exploratory conversation
A pathway for testing relevance in a defined analytical, monitoring, or institutional setting.
Partnership discussion
A route for agencies or policy actors interested in broader collaboration, system intelligence initiatives, or strategic use cases.
Analytical initiative
A practical way to demonstrate value through a concrete policy, institutional, or ecosystem question.
The objective is to match the entry point to the policy context rather than force a single adoption path.
Request a strategic briefing
Explore whether ONE fits your context
Tell us a little about your context and we will suggest the best next step. We can begin with a briefing, a pilot conversation, or a more focused exploration.
Request a strategic briefing
Start the conversation
Tell us a little about your context and we will suggest the best next step.
