SDG AI Lab

What SDG AI Lab does

SDG AI Lab is a joint initiative of the United Nations Development Programme (UNDP), established in 2019 and hosted by UNDP's Istanbul International Center for Private Sector in Development (ICPSD) with financial and political support from the Government of Türkiye. Since 2025 it has operated under UNDP's Digital, AI and Innovation Hub. The Lab's stated purpose is to develop artificial intelligence and machine learning solutions that advance the UN Sustainable Development Goals and to provide advisory support on digital transformation to UNDP units and partner organizations.

The Lab's core offering is applied AI/ML research organized into clusters: a Nature, Energy and Climate cluster delivering large-scale multi-label document classification and NLP-based information retrieval over UNDP vertical fund portfolios (GEF, Global Fund, Green Climate Fund); a Connecting Business Initiative cluster building GIS- and NLP-based disaster preparedness prototypes for the private sector; a Business Call to Action cluster producing data visualization and NLP automation for impact validation; a PPMI/OSDG research stream on ontology building, training data annotation, and machine learning for SDG classification; and UNDP Internal Analytics covering country programme portfolio analysis, jobs and skills demand, and Twitter-based Covid-19 crisis informatics. Technology artifacts are delivered as prototypes, architectures, reports, and presentations, with code shared via a public GitHub organization.

The Lab is not a commercial entity. It is grant-funded within the UNDP system, runs a core team of approximately three full-time data scientists, one partnership and outreach analyst, and one technical advisor, and supplements capacity through the UNV-IICPSD Digital Transformation Partnership, which mobilizes online volunteer data scientists globally. There is no disclosed revenue, pricing model, or paying customer base; all engagements are advisory or research collaborations with UNDP units and UN-affiliated partners.

Name

SDG AI Lab

Legal name

SDG AI Lab

Website

https://sdgailab.org

Company type

Private

Founded year

2019

Operating status

Operating

Headcount range

11–50 employees

Short description

SDG AI Lab is a UNDP joint initiative that develops AI and machine learning solutions for the UN Sustainable Development Goals, providing research and advisory services to UNDP units and UN partner organizations from its base in Istanbul, Türkiye.

Ownership category

akta.pro rank

Product category

AI Research Services for Sustainable Development

NAICS

Computer Systems Design and Related Services (5415), Scientific Research and Development Services (5417)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Programming Services (7371)

akta.pro primary industry

AI/ML Solution Integration & MLOps Enablement (BPAEAAAJ)

akta.pro secondary industries

AI/ML Engineering & Model Development Services (BPAEAHAF), Domain-Specific Training Data Solutions (e.g., medical, AV, geospatial) (HDAAALAL)

Keywords

• AI for development
• Sustainable development AI
• UNDP digital solutions
• Machine learning research
• Volunteer data science

Headquarters

HQ city

Istanbul

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Grant funding and donor support: The Lab operates as a UNDP initiative with support from the Government of Türkiye and various international organizations including GEF, Global Fund, and Green Climate Fund. Operates under UNDP's Digital, AI and Innovation Hub since 2025.

Go-to-market motion2 records

Distribution channels1 record

Marketing channels4 records

Core offering

SDG AI Lab develops and applies artificial intelligence and machine learning solutions to advance the UN Sustainable Development Goals, delivering research, advisory support, and prototypes across specialized clusters including document classification, NLP-based information retrieval, GIS disaster preparedness, SDG classification, and UNDP internal analytics. It mobilizes a global network of volunteer data scientists via the UNV-IICPSD Digital Transformation Partnership, delivering outputs such as prototypes, architectures, reports, and presentations to UNDP units and partner organizations.

Product overview

SDG AI Lab operates as a research and advisory organization under UNDP's Digital, AI and Innovation Hub, providing a unified portfolio of AI and ML solutions for sustainable development. The core offering combines development of AI-driven solutions with advisory support to UNDP units. The portfolio spans multiple specialized research clusters including the Nature, Energy, Climate Cluster (document classification and information retrieval), Connecting Business Initiative (disaster preparedness AI), Business Call to Action (data visualization and NLP automation), PPMI/OSDG (SDG classification research), and UNDP Internal Analytics (portfolio analysis and crisis informatics). All initiatives leverage volunteer data scientists coordinated through the UNV-IICPSD Digital Transformation Partnership, with projects delivered in formats including prototypes, architecture, reports, and presentations.

Differentiator

Problem solved

Functional benefit

Products and services

• Nature, Energy, Climate Cluster
• Connecting Business Initiative AI R&D
• Business Call to Action Data Solutions
• PPMI/OSDG SDG Classifier Research
• UNDP Internal Analytics
• Advisory Support Services

Named customers1 record

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability6 records

Feature6 records

Partnerships

Twelve partnerships are on record, tiered core, major and minor.

• UNDP Bureau for Policy and Programme Support (BPPS)coreStrategic or Co-development Partner · 1 January 2019Co-founder and primary institutional partner of SDG AI Lab. BPPS teams collaborate on research formulation and solution architecture for sustainable development challenges.
• UNDP Sustainable Finance HubcoreStrategic or Co-development Partner · 1 January 2019Joint initiative partner providing expertise in sustainable finance and ESG integration for AI solutions.
• Global Environment Facility (GEF)majorStrategic or Co-development PartnerFunding and strategic partner supporting environmental AI projects and sustainable development solutions.
• The Global FundmajorStrategic or Co-development PartnerPartner for health-related AI and data analytics projects in sustainable development.
• Green Climate FundmajorStrategic or Co-development PartnerClimate finance partner supporting AI solutions for climate action and resilience.
• Connecting Business Initiative (CBI)majorStrategic or Co-development PartnerAI R&D for private sector disaster preparedness, response, and recovery initiatives.
• Business Call to Action (BCtA)majorStrategic or Co-development PartnerData visualization and NLP automation for private sector development impact validation.
• UN Volunteers (UNV)coreStrategic or Co-development PartnerUNV-IICPSD Digital Transformation Partnership mobilizes volunteer data scientists globally for SDG research.
• UNDP Istanbul International Center for Private Sector in Development (ICPSD)coreStrategic or Co-development PartnerHost institution of SDG AI Lab, providing operational infrastructure and coordination.
• PPMI (European Affairs Institute)majorStrategic or Co-development PartnerPartnership on AI research for SDGs including ontology building, training data preparation, and machine learning for SDG classification.
• UN OCHAminorStrategic or Co-development PartnerPartner for humanitarian technology and crisis informatics initiatives.
• UNDP Digital, AI and Innovation HubcoreStrategic or Co-development PartnerParent entity overseeing SDG AI Lab operations since 2025, part of UNDP's innovation architecture.

Scale indicators2 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• DataKind: A global nonprofit that mobilizes volunteer data scientists and AI experts to work with social impact organizations. Directly comparable to SDG AI Lab's volunteer-driven, mission-oriented AI delivery model for development and humanitarian partners.
• PPMI: European public policy research institute that is already a named SDG AI Lab partner on ontology building, training data preparation, and ML research for SDG classification. Highly comparable on AI-for-SDG research methodology and European public-sector focus.
• AI4D (AI for Development) Network: A multi-donor initiative (IDRC, SIDA, USAID, BMZ) funding AI research and applications in low- and middle-income countries. Directly comparable mission of building AI capacity and solutions for sustainable development, with overlapping donor and academic ecosystem.
• Omdena: A global collaborative AI platform that runs 8-week AI for Social Good projects with crowdsourced engineers. Directly comparable community-led model for delivering AI solutions to development and humanitarian organizations.
• UN Global Pulse: The UN Secretary-General's flagship initiative on big data and AI for development, humanitarian action, and peacebuilding. Directly comparable to SDG AI Lab in mandate (UN-embedded AI R&D for SDGs), target customers (UN agencies), and delivery model (applied AI for development).
• UNICEF Office of Innovation: Innovation arm of a UN agency that prototypes and scales frontier-tech solutions for development challenges. Directly comparable as a UN-internal AI/digital innovation unit, with overlapping focus on data, ML, and digital transformation for global development.

Broad incumbents

• Google AI for Social Good: Google's portfolio of AI research and grants for social impact including climate, health, and crisis response. Overlaps with SDG AI Lab on disaster preparedness, crisis informatics (Twitter analysis), and environmental AI, but at a vastly larger scale and as part of a hyperscaler's broader portfolio.
• World Bank Development Data Group: A broader multilateral data and research function that produces development datasets, indicators, and analytical tools. Comparable in operating as a development-sector data and analytics function, but at much greater scale and without SDG AI Lab's applied AI/ML R&D niche.
• Microsoft AI for Good: Microsoft's multi-program initiative providing funding, cloud credits, and applied AI expertise to nonprofits, humanitarian organizations, and development projects. Comparable problem space (AI for SDGs, humanitarian, environmental), but a much larger incumbent with a different delivery and funding model.

Regional players

• GIZ (Deutsche Gesellschaft für Internationale Zusammenarbeit) Digital Transformation: German federal development agency that runs digital transformation programs in partner countries, often in partnership with UN and EU actors. Comparable in mandate and in providing AI/digital advisory for development outcomes, but primarily German/European in geographic and funding orientation.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks7 records

Key highlights7 records

Customer concentration

• Xx.com/follow
• GitHubgithub.com/SDG-AI-Lab
• LinkedInlinkedin.com/company/sdgailab

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

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M&A

Investments

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Frequently asked questions about SDG AI Lab