Personal knowledge hub
AI for Official Statistics
Practical, source-grounded insights on AI tools, methods and governance for surveys, censuses, administrative data and agricultural statistics.
A personal knowledge hub by Dramane Bako on responsible AI, data science and official statistics.
Who this is for
Practical AI thinking for statistical work
For statistical offices
Responsible AI, quality assurance, governance, administrative data and dissemination.
For survey and census practitioners
AI-supported questionnaire design, field operations, editing, imputation, tabulation and quality control.
For data scientists
LLMs, machine learning pipelines, survey-aware modelling and reproducible workflows.
Topics
Browse the knowledge hub
AI for surveys and censuses
Questionnaires, field operations, processing and production workflows.
Administrative data
Quality control, linkage, classification and reuse of administrative sources.
Agricultural statistics and WCA 2030
Emerging AI use cases for agricultural census and survey systems.
AI governance and ethics
Responsible adoption, transparency, risk management and institutional readiness.
Data quality, editing and imputation
Methods for validation, anomaly detection, cleaning and missing data treatment.
Dissemination, chatbots and data access
AI-assisted publishing, user support and responsible data access.
Survey-aware machine learning
Models that respect weights, designs, sampling structure and population inference.
Tools and platforms
Practical tools, platforms and reproducible workflows for statistical teams.
Start here
Useful entry points
Latest posts
Recent weekly monitor updates
Pipelines de données pour l'IA et contrôles de gouvernance
Nouveautés récentes pour les pipelines de données statistiques, la modélisation et les contrôles de gouvernance de l'IA.
AI-ready data pipelines and governance controls
Recent AI-relevant updates for statistical data pipelines, modelling workflows and governance controls.
Weekly Update on AI Tools for Surveys and Administrative Data: June 17, 2026
Recent developments in AI for data collection, processing, and analysis in official statistics for the week of June 17, 2026.
Mise à jour hebdomadaire sur les outils d'IA pour les enquêtes et les données administratives : 17 juin 2026
Développements récents en IA pour la collecte, le traitement et l'analyse des données dans les statistiques officielles pour la semaine du 17 juin 2026.
Governed AI workflows for documents and private data
Recent AI developments for document extraction, synthetic data, private record linkage, tabular modelling and governed statistical workflows.
Des flux d'IA gouvernés pour les documents et données sensibles
Développements récents pour l'extraction documentaire, les données synthétiques, l'appariement confidentiel et la gouvernance des flux d'IA.
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