Perspective · Monitoring & evaluation
Accountability is becoming a disbursement condition.
For twenty years the donor report was an end-of-cycle exercise: consolidate, write, send. The next disbursement came, sometimes with questions, rarely with consequences. That era is closing. The major development financiers now write their evaluation criteria — relevance, effectiveness, efficiency, impact, sustainability — into the agreements themselves, as tranche conditions.
The change is not rhetorical. It shifts the burden of proof. An indicator is no longer a figure transmitted; it is a figure defended: where does it come from, who produced it, from which collection, with which method, and what happened between the version sent in March and the one sent in June? An institution that cannot answer in minutes discovers that its results framework was a document, not an infrastructure.
What we observe at guarantee funds and public agencies: directorates hold the data, the M&E unit holds the responsibility, and nothing connects them but e-mail. The first project is not the tool; it is role-based accountability — who is responsible for which indicator, who approves it, who is informed — written into the data model rather than a memo.
The second requirement is history. A results framework that replays at any date is one an auditor can verify alone. That is what we mean by “every figure carries its source”: not a slogan, but the condition for a donor report to be signed without a sleepless night.
More perspectives
Regulatory reporting is going structured.
Central banks are generalising structured submissions. The question is no longer “which figure” but “which rule, which version, which control”.
Perspective · SovereigntySovereign AI has become viable.
On-premise inference on commodity hardware is now economically reasonable. For a public institution or a bank, the foreign cloud stops being a forced compromise.
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