For Partners

For Partners

Benchmarking: compare against systems like yours, not against leaders

Benchmarking against much larger institutions produces a number and no action. Comparable peers produce something usable.

19/08/2026 4 min read

For Partners

Capacity support: leave something that still works after you go

The test of a capacity-building partnership is what still functions five years after the funding ends.

19/08/2026 4 min read

For Partners

Reporting research publicly: the caveats are part of the finding

A finding reported without its limits is not a simplified version of the research. It is a different claim.

19/08/2026 4 min read

For Partners

Working with a registry: what each side needs from the other

Registries depend on institutions for accurate source data. Institutions depend on registries for figures they cannot produce alone.

19/08/2026 4 min read

For Partners

Institutional data exchange: agree definitions before you exchange anything

Most data exchange problems between institutions are not technical. They are two organisations meaning different things by the same field name.

19/08/2026 4 min read

For Partners

Using academic data: what the figures can and cannot support

Academic data supports some claims well and others not at all. The difference is not always visible in the data itself.

19/08/2026 4 min read

For Partners

Academic data collaboration: for institutions, media and researchers

Forms of academic data collaboration for institutions, media organizations and policy researchers — and the principles of sharing.

07/07/2026 1 min read