Is reporting helping the organization decide and improve?
Use this review when monitoring and reporting consume substantial effort but leaders still lack timely, credible evidence about performance, outcomes or value.
The review can begin with an existing impact framework, Theory of Change or monitoring, evaluation and learning system. We strengthen what is useful and connect it to management decisions, rather than require a new system or an AI component.
Use this when
Indicators multiply without clear decision use.
Teams report the same information through disconnected systems.
Definitions, ownership, data quality or review cadence are inconsistent.
A strategy, program or AI initiative needs an evidence architecture before scaling.
Outcome or value claims exceed the evidence available.
Decision produced
A decision about what evidence to retain, redesign, stop collecting or develop next, and how the resulting system will support management and accountability.
Included
One defined program, portfolio or organizational evidence system.
Decision and stakeholder map.
Indicator, data-flow and reporting-burden review.
Evidence quality, ownership and use assessment.
Prioritized measurement and learning roadmap.
Executive readout with proceed, redesign, defer and stop recommendations.
Excluded
Full enterprise data-platform implementation.
Statutory audit or legal compliance certification.
Primary research or impact evaluation unless separately scoped.
Unsupported causal or socioeconomic return claims.
Definition of done
The sponsor knows which information matters, who owns it, how it will be interpreted, what can be stopped and which evidence gap most affects the next decision.