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
Versions IA pour les chaînes de données statistiques
Nouveautés récentes pour les systèmes RAG, le service de modèles, le routage de chaînes, l'intégration SDK et le traitement statistique à grande échelle.
AI pipeline releases for statistical data operations
Recent AI and data engineering releases for retrieval systems, model serving, pipeline routing, SDK integration and large-scale statistical processing.
AI in survey research and household surveys: Better data, open models, and validation
Weekly update on AI tools for surveys and administrative data (July 8, 2026): WSIS 2026 focus on better data for AI, new LLM survey summarisation tools, and open-source lib...
IA dans la recherche par enquête et les enquêtes auprès des ménages : meilleures données, modèles ouverts et validation
Mise à jour hebdomadaire sur les outils IA pour les enquêtes et les données administratives (8 juillet 2026) : focus SMSI 2026 sur de meilleures données pour l'IA, nouveaux...
Validation IA et opérations de modèles pour les données statistiques
Nouveautés récentes sur la validation, les données synthétiques, le service de modèles, la transcription, la modélisation et les chaînes statistiques reproductibles.
AI validation and model operations for statistical data
Recent AI and data-science releases for validation, synthetic data, model serving, transcription, modelling and reproducible statistical pipelines.
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