Focus Area / Artificial Intelligence Governance
KG Labs has worked on AI governance in Central Asia since 2022 — as a country researcher for the Global Index on Responsible AI (GIRAI), as a fellow of the Center for AI and Digital Policy and the Atlantic Council GeoTech Center, and as a contributor to national policy processes in Kyrgyzstan and Kazakhstan. This page collects that record: five country assessments, regional analysis, policy contributions, and a training and fellowship history.
Finding 1
Across the region, countries are being assessed on declared intent — strategies, national plans, presidential decrees — not on the institutional machinery required to act on them.
Finding 2
The human rights dimension is the most unevenly treated area in the region’s AI governance record — present in some national documents, absent from others, and rarely operationalised in either case.
Finding 3
Capacity gaps in the region are structural, not only legislative. The shortage is not primarily in written law — it is in the agencies, technical talent, and civil society participation that would give law operational meaning.
GIRAI 2023
Country Assessments
Country-level research for the GIRAI 1st Edition (2023), covering all five Central Asian states. Each assessment examines AI strategy, human rights frameworks, regulatory institutions, and technical capacity against the GIRAI index criteria.
Country Assessment · GIRAI 2023
Kyrgyzstan
Kyrgyzstan shows meaningful engagement with the human rights dimension of AI governance, against limited national strategy infrastructure.
Country Assessment · GIRAI 2023
Kazakhstan
Kazakhstan has the region’s most developed AI governance infrastructure; its gap is between institutional ambition and applied ethics frameworks.
Country Assessment · GIRAI 2023
Tajikistan
Tajikistan presents AI strategy language without an operational framework: policy declarations exist, implementation mechanisms do not.
Country Assessment · GIRAI 2023
Uzbekistan
Uzbekistan’s AI ecosystem is actively under construction — significant infrastructure investment is preceding, rather than following from, governance development.
Country Assessment · GIRAI 2023
Turkmenistan
Turkmenistan’s near-absent AI governance record documents what it looks like when a country is largely outside the global AI policy conversation — the absence itself is the finding.
GIRAI 2023
Regional Analysis
Three cross-cutting analyses synthesise the country assessments into a regional picture: a composite scorecard, a focused look at how human rights language appears — or doesn’t — across AI governance documents, and a survey of national AI development capacity.
Regional Synthesis · GIRAI 2023
Regional Dashboard
Composite view of all five country assessments — where the region clusters, where it diverges, and what the variance between neighbouring states reveals.
Rights Analysis · GIRAI 2023
Where Rights Show Up
Where human rights language appears in Central Asian AI governance documents, and what it looks like when it does — from substantive commitment to nominal mention.
Capacity Analysis · GIRAI 2023
National AI Capacities
A comparative look at AI development capacity across the five countries: talent pipelines, compute access, research output, and the institutional conditions that shape them.
Advisory & Analysis
Policy Contributions
KG Labs has contributed directly to national and regional AI policy processes, alongside its research and assessment work.
- Digital Code of the Kyrgyz Republic — Chapter 23 (AI provisions) — Engaged directly with the drafting process; submitted analysis on rights-compatible approaches to AI regulation and the limits of the proposed definitional framework.
- Kazakhstan AI Governance Landscape — CAIDP Policy Brief 2023 — Contributed to the Kazakhstan national AI policy review conducted by the Center for AI and Digital Policy; the brief documents the policy landscape, institutional actors, and regulatory gaps.
- UNECE/SPECA regional AI and digital economy discussions — Contributed to the regional specialist forums convened under the United Nations Special Programme for the Economies of Central Asia (SPECA), covering digital infrastructure, AI governance frameworks, and cross-border harmonisation.
Articles in this pillar
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Developing technical details of AI Natural Disaster Forecasting Model based on IoT data
On November 3, 2024, during the vibrant backdrop of the Istanbul marathon, a significant workshop was held at the Museum…
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From mountains to data: what we told RIPE 89 about LoRaWAN climate sensors
This week I was in Prague at the RIPE 89 forum, where I presented the field results and the practical…
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Zyndan-West: a glacial lake outburst near Bokonbaevo, August 2024
The more I travel around the country, the more I see how beautiful nature in Kyrgyzstan really is. The mountains,…
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Yurts on Booking.com: Sanarip Insan’s digital-tourism work in Sary-Chelek
In the middle of July 2024, I spent days inside the Sary-Chelek biosphere reserve as part of the digital-tourism training…
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Teaching Responsible AI in Russian: Notes from the ICNL Training, July 2024
On July 3 and 4, 2024, KG Labs delivered an intensive two-day training in Bishkek on Internet Governance and Artificial…
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Central Asia on the Global Index for Responsible Artificial Intelligence 2024
We are pleased to announce the launch of the First Edition of the Global Index on Responsible AI. This groundbreaking…
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Spotlighted in the Microsoft On the Issues Newsletter
In recent years, Kyrgyzstan has undergone a digital transformation. Internet access is on the rise, and today, 85% of Kyrgyzstan’s…
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Consulting, Digital Public Infrastructure, Promote Smart Policies, Enlight Community, KG Labs All News
Before It Had a Name: KG Labs and the Work That Became ELQR
In September 2018, KG Labs organized the first in a four-part series of fintech events at ololohaus on Erkindik Avenue…
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Sanarip Insan, 30 months in: I was wrong about which numbers mattered
In early March 2024, we invited the key beneficiaries and partners of the Sanarip Insan project to the formal presentation…
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Attending the workshop on communications in extreme environments
In November 2023, I had the opportunity to attend the workshop on “Communications in Extreme Environments for Science and Sustainability”…
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Spotlighted in the Unlocked Platform by Microsoft
This week, a series of publications is being released on the Unlocked platform by Microsoft on the topic of forming…
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Sanarip Insan Demo Day at Kyrgyzpatent: 168 startups, 22 finalists, 2.6 million som in grants
On 10 November 2023, in the halls of the Innovation Centre of Kyrgyzpatent — the State Agency of Intellectual Property…
Also in: Research · Smart Policies · Digital Public Infrastructure
Civil Society Training
Field Reporting and Training
Civil Society · ICNL · July 2024 · Bishkek
Trainings on Internet and AI Governance for Civil Society
KG Labs delivered a two-day training in Bishkek in July 2024, working with civil society organisations on the fundamentals of internet and AI governance — covering rights frameworks, regulatory instruments, and how civil society can participate in national AI policy processes.
Credentials
Fellowship and Certification Record
The AI governance research and policy work is grounded in a formal record of fellowship and certification from leading international programmes.
Fellowship · August 2023 – August 2025
Stimson Center & Microsoft Office of Responsible AI
Fellow with the Strategic Foresight Hub at Stimson and Microsoft’s Office of Responsible AI, examining AI applications and their impacts in developing countries.
Fellowship · March 2022 – June 2023
Atlantic Council — AI Connect, GeoTech Center
Fellow with the GeoTech Center’s AI Connect initiative — encouraging responsible AI stewardship and empowering low- and middle-income countries in global AI policy conversations.
Certification · January – April 2023
Center for AI and Digital Policy (CAIDP)
Passed the AI governance certification programme with distinction; includes multi-part assessment, country AI policy overview, and the Statement of Professional Ethics for AI Policy. View fellowship certificate.
Course Certification
BlueDot Impact — AI Governance
Course certification in AI governance from BlueDot Impact. View certification.
KG Labs country researcher for the GIRAI 1st Edition (2023) — Kyrgyzstan. The Global Index on Responsible AI is an initiative of Elementum360. Center for AI and Digital Policy (CAIDP) country researcher (2023) – Kazakhstan. Stimson & AI Policy Networks Arc posts forthcoming.