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Insights

Insights & case studies.

Field notes on impact measurement, ecosystem mapping and responsible AI, plus case studies from our work with foundations, universities and programme operators.

Case Study

Ten years, two spreadsheets: how Echo built Perth Biodesign's decade of impact

How Echo Impact turned a decade of patchy programme data into Perth Biodesign's validated 10-year impact report and a live dashboard. A methodology case study.

Read case study · 6 min read
Ecosystem Mapping

Measuring collective impact across a whole ecosystem: three years of Meshpoints

How do you measure collective impact when no single organisation owns the outcome? Lessons from three years measuring the Meshpoints ecosystem in WA.

Read article · 5 min read
Impact Measurement

How to build a theory of change you can actually measure against

A theory of change only works if you can measure against it. A practical guide to building one that connects to live outcome data, with worked steps.

Read article · 6 min read
Impact Measurement

The grantee reporting burden, and how funders can shrink it

Grant reporting eats hours grantees would rather spend on delivery. Practical ways funders can cut the reporting burden without losing accountability.

Read article · 5 min read
Trust & Security

Privacy-preserving AI in philanthropy: using AI with sensitive beneficiary data responsibly

Can foundations use AI with sensitive beneficiary data safely? How pseudonymisation and zero data retention make privacy-preserving AI possible in philanthropy.

Read article · 5 min read
Impact Measurement

Longitudinal by design: why cohort tracking beats the annual exit survey

Exit surveys capture a moment. Longitudinal cohort tracking captures the change. Why measuring outcomes over time gives a truer picture of impact.

Read article · 5 min read

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