Ghana to connect 48 government data registries via AI hub for evidence-based development

Ghana's government is moving to overhaul how it allocates development resources by building a national data exchange hub that will connect 48 government registries, Communications Minister Sam George has announced. The initiative aims to replace politically-motivated infrastructure decisions with evidence-based planning, using artificial intelligence to analyse cross-sector information and identify genuine community needs.

The minister explained that the current fragmentation of government data across separate public institutions prevents policymakers from seeing the full picture of what communities actually require. Instead, development priorities are often determined by campaign promises and the visibility of projects rather than genuine assessment of pressing needs.

Breaking the cycle of political promises

Mr George used a compelling example to illustrate the problem: a community might demand a road during political campaigns, yet health data could reveal that maternal mortality in that area exceeds the national average by 12 per cent. In such cases, investing in a maternity ward or hospital would likely save more lives than building a road, yet the road remains visible and politically attractive.

"The reality is, if you took the data sets that were being generated from different registries, for example, the health sector, you'd realise that maternal mortality in that community was 12% higher than the national average," he explained. "The primary thing that will make the lives of those people better would have been a maternity ward or a hospital in there."

The Ningo-Prampram MP argued that national interventions must shift from being driven by political considerations or the preferences of influential individuals to being grounded in "hardcore empirical evidence." He questioned why decisions on public investment should prioritise what appears visible to voters rather than what data demonstrates will genuinely improve people's lives.

The technical infrastructure behind the plan

The data exchange hub will connect registries from health, finance, education and other sectors, allowing government agencies to share and analyse information seamlessly. This requires significant computing power, which is why the government is simultaneously developing a national AI compute centre with an initial US$250 million investment in its first phase.

Minister George explained that this compute centre will provide the technological capacity to process large volumes of data, identify patterns across sectors, and support policy decisions. The two projects are designed to work together: the data hub makes government information accessible, whilst the compute centre provides the processing power to extract actionable insights.

Beyond development planning, the minister identified agriculture as another sector where this data-AI combination could transform government services. Satellite imagery and weather data analysed through AI could enhance agricultural extension services and improve farmer support programmes.

Why this matters for Ghana

Ghana has long struggled with inefficient resource allocation, where infrastructure projects are sometimes completed in politically-connected areas whilst genuine development priorities in other communities remain unaddressed. If successfully implemented, this data-driven approach could fundamentally change how the Finance Ministry develops budgets and how development funds are distributed.

The initiative also reflects broader African ambitions in digital infrastructure. The government's investment in an AI compute centre with capacity to serve other African countries positions Ghana as a regional technology hub whilst addressing domestic governance challenges.

However, the success of this initiative depends on several factors: ensuring data quality across all 48 registries, protecting citizen privacy and data security, and critically, ensuring that policymakers actually use the data insights rather than reverting to political decision-making when findings prove inconvenient. The concept is sound, but implementation will test the government's commitment to evidence-based governance.