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NGOs and Development
Programme reporting and responsible AI for mission-driven teams.
NGOs and development organisations work across programmes, donors and field teams, with high expectations for accountable, timely reporting.

Common problems
Where operations come under strain
- Programme reports are assembled by hand from field sheets.
- M&E indicators are defined differently across projects.
- Staff use AI with donor or beneficiary information without guidance.
- Capability varies widely across distributed teams.
Use cases
What better could look like
M&E dashboard
An M&E dashboard tracking indicators against targets by programme and location.
Digital data collection
Structured digital data collection feeding a central reporting model.
AI use guidance
AI use guidance covering beneficiary information, donor requirements and human review.
Donor reporting packs
Donor reports assembled from the same reporting model, in each donor’s required format.
Suggested starting point
Starting offer
Reporting and Dashboard Diagnostic
For
Leadership teams with slow or inconsistent reporting
Purpose
Define what leaders need to see and how to deliver it reliably.
Indicative outputs
Decision and KPI requirements, source inventory, reporting gaps, sample dashboard structure and a delivery recommendation.
What we need
Access to current reports and source data.
Related capabilities
FAQ
Can dashboards align with donor reporting frameworks?
Yes. We design indicator definitions and views around the frameworks you report against, so the same data serves internal and donor reporting.
Discuss programme reporting
Share the problem you want to address and we will suggest a suitable next step.



