International Governance and Development Expert Mathieu Lemoine: “Data and AI Should Be Understood As Tools Rather Than Objectives in Themselves.”

Sustainable digital government cannot be built around isolated platforms.
Data-driven approaches have significant potential to support Uzbekistan’s public-service reform.
Citizen feedback should be treated as a management tool rather than simply as a consultation exercise.

This post is also available in: Türkçe Русский

The Ankara Center for Crisis and Policy Studies (ANKASAM) presents its interview with international governance and development expert Mathieu Lemoine on the digital transformation of public services in Uzbekistan, the contribution of data-driven approaches and artificial intelligence to the reform process, and the institutional capacity required to ensure the sustainability of this transformation, in the context of the “Big Data Analytics and Artificial Intelligence for Evidence-Based Public Administration” seminar launched in Tashkent on 4 August 2026.

1. On 4 August 2026, a three-day EU- and UNDP-supported seminar on “Big Data Analytics and Artificial Intelligence for Evidence-Based Public Administration” was launched in Tashkent. How do you assess the potential of data-driven approaches to contribute to Uzbekistan’s ongoing public-service reform process?

Data-driven approaches have significant potential to support Uzbekistan’s public-service reform, but their value will depend on how closely they are integrated into the broader institutional reform process.

Uzbekistan has already made considerable progress in digitalizing public services, expanding electronic platforms and improving access through Public Service Centres. The next stage is less about digitizing individual procedures and more about using data systematically to improve how services are designed, monitored and delivered.

Big data and artificial intelligence can help identify bottlenecks, detect patterns in service use, anticipate demand, improve targeting and support more evidence-based decision-making. They can also help administrations move from measuring outputs- such as the number of services delivered- towards assessing processing times, user satisfaction, accessibility, complaints and actual outcomes.

However, data and AI should be understood as tools rather than objectives in themselves. Their usefulness depends on data quality, interoperability between public institutions, clear rules on data sharing and protection, and the ability of decision-makers to translate analytical findings into administrative action. A sophisticated analytical system adds little value if institutions lack either the authority or resources to act on the information it produces.

2. Beyond the adoption of new technologies, what institutional capacities and administrative practices are necessary to ensure that digital transformation translates into more effective, accessible and responsive public services?

The most important requirement is institutional coordination. Digital public services usually cut across several ministries, agencies and levels of government, so responsibilities need to be clearly defined. Institutions responsible for public-service standards and user experience must work closely with those responsible for digital architecture, interoperability, cybersecurity and data governance.

A second priority is back-office integration. A service may appear digital to the citizen while still relying on fragmented administrative processes behind the interface. Effective transformation therefore requires interoperable registries, secure data exchange and the ability to reuse information already held by the state, where legally permitted, rather than repeatedly asking citizens to provide the same documents.

Third, digital transformation needs a strong service-delivery culture. Administrations should monitor processing times, complaints, user satisfaction and accessibility, and use this information to redesign services. Citizen feedback should be treated as a management tool rather than simply as a consultation exercise.

Finally, accessibility remains essential. Digitalization should not create new barriers for people with limited digital skills, persons with disabilities, rural populations or citizens who still need face-to-face assistance. A genuinely modern public-service system is therefore likely to remain multi-channel, combining digital platforms with Public Service Centres, assisted access points and other forms of outreach.

3. Looking ahead, what factors will be most important in ensuring that digital public-sector reforms in Uzbekistan remain sustainable and become embedded within national and local institutions?

Sustainability will depend primarily on whether reforms become part of normal administrative practice rather than remaining attached to individual projects or technologies. This requires clear institutional ownership, stable financing, continuous professional development and realistic implementation responsibilities at both national and local levels. Local institutions must have the capacity to use new systems effectively, because the success of reform ultimately depends on implementation outside central ministries as much as on national-level policy design.

It is also important to develop measurable service standards and performance indicators that allow institutions to assess whether reforms are actually improving public services. These should include not only digital uptake but also processing times, satisfaction, complaints, accessibility and disparities between different groups or regions.

Another important factor is interoperability. Sustainable digital government cannot be built around isolated platforms. Systems need to communicate securely, responsibilities for data need to be clear, and the legal framework should support appropriate data reuse while protecting citizens’ rights.

Finally, reform should remain citizen-centred. Technology evolves quickly, so sustainability should not be defined as preserving a particular platform or technical solution. The more durable objective is to build institutions capable of continuously adapting services around citizens’ needs, using data, feedback and evidence to improve delivery over time.

Mathieu Lemoine
Mathieu Lemoine is an international governance and development expert specializing in public-sector reform, institutional development and public-service delivery, with extensive professional experience in Central Asia and Eastern Europe. Most recently, he served as an international consultant for the United Nations Development Programme (UNDP) in Uzbekistan, contributing to public-service delivery reform and developing comparative analysis, monitoring frameworks and policy recommendations. He previously held senior positions with the OSCE and on USAID-funded governance programmes, including as Chief of Policy and Planning at the OSCE Mission to Bosnia and Herzegovina and Chief of Party of a civil society and media programme in Uzbekistan. His work focuses on governance, institutional reform, citizen-centred public services and international development.
Banu YAKUBOVA
Banu YAKUBOVA
Banu Yakubova is a senior undergraduate student in the Department of International Relations at Kadir Has University, where she is also pursuing a minor in Social Justice and Policy Studies. As part of the Erasmus+ Exchange Programme, she studied for one semester at Sciences Po Lille in France. Her main research interests include Central Asia, foreign policy analysis, security studies, international law, and human rights. She is fluent in English, Turkish, Russian, and Turkmen, and is currently studying French.

Interview

Dr. Joseph Downing: “We Are Already At War With Russia In Terms Of Hybrid War”

To evaluate the AfD’s latest election victory and its possible implications for Europe, the...

Senior Strategic Adviser Alejandro Reyes: “European and Asian Security Can No Longer Be Treated as Separate Theatres”

To evaluate NATO’s growing interest in the Asia-Pacific, the Ankara Center for Crisis and...