Top 89%
en este catálogo (1067 prácticas puntuadas)
Las puntuaciones se concentran en valores altos, por lo que la posición dentro del catálogo suele ser más reveladora que el número por sí solo.
Evidence of impact / measured public value1/3
The ministry cites 962 hires among 39,000 people messaged, but independent reporting notes officials did not demonstrate the AI matching actually caused those hires, so the evidence is self-reported and pre/post at best.
Transparency, fairness & accountability0/3
No published methodology, matching-algorithm description, or bias/data-protection assessment accompanied the announcement beyond a minister's summary of headline figures.
Transferability / demonstrated replication2/3
The model has an explicit, named second-region rollout (Mangystau, September 2026) using the same eGov/Enbek.kz/1414 channels, showing a concrete replication path within the country.
Scalability beyond pilot2/3
Officials committed to a nationwide rollout across all regions by end of 2026 and to extending the same database-driven matching logic into social-assistance targeting.
Governance, capability & sustainability0/3
No independent oversight body, appeals mechanism, or audit of the profiling system was described in available reporting.
Evidoria. El ‘Servicio Digital de Empleo’ de Kazajistán — empleos emparejados por IA enviados a ciudadanos en el proyecto piloto de Pavlodar. ID persistente: 06a61f0f-ebf8-4ced-b6dc-60abd9c61295.