Ukraine is being pushed toward a new stage of digital anti-corruption control: using artificial intelligence to screen public procurement and officials’ asset declarations. The idea is to reduce the human factor in early risk detection and make state spending more transparent during wartime recovery.
The proposed experiment would involve government decisions, technical requirements from digital and economic authorities, and cooperation with the National Agency on Corruption Prevention. The aim is not to replace investigators or courts, but to create an automated first layer that flags suspicious patterns before losses become harder to reverse.
Procurement is the first test field
In public procurement, AI tools could scan tenders before contracts are signed. The system could look for related bidders, unusual price deviations, discriminatory requirements, repeated supplier patterns and signs that competition is formal rather than real. Such checks would be especially important where budget or donor funds are used for reconstruction.
The value would come from speed and consistency. Human auditors cannot manually compare every procurement file across all regions and sectors in real time. An automated system can rank risks, show where attention is needed first and leave a traceable logic for later review.
Declarations need lifestyle comparison
The second direction is the declaration register. AI could compare declared income and assets with visible lifestyle indicators, known transactions, property links and other available data. The goal would be to highlight contradictions rather than automatically declare guilt.
This distinction is important. AI in public control must remain a decision-support tool with human oversight, appeal mechanisms and clear data protection rules. If the model is opaque or politically controlled, it can create new risks. If it is transparent and auditable, it can strengthen confidence in public spending.
For investors and donors, the topic is strategic. Ukraine’s reconstruction will involve large public flows, international financing and thousands of contracts. Better digital risk control can reduce leakage, improve procurement discipline and make cooperation with Ukrainian institutions more predictable.
