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A digital public good (DPG) is an open digital resource, such as software, data, an AI system, open content, or an open standard, that helps advance the Sustainable Development Goals (SDGs), complies with privacy and other applicable laws and good practices, and is designed to do no harm. Openness is necessary but not sufficient. A solution becomes a recognized DPG only after it passes review against the Digital Public Goods Alliance (DPGA) Standard and appears in the DPG Registry.
What a digital public good is
The UN Office for Digital and Emerging Technologies frames the concept around five classes of resource: open-source software, open data, open artificial intelligence models, open standards, and open content. Each must adhere to privacy and other applicable laws, standards, and best practices, must do no harm, and must help attain the SDGs.
The DPGA’s FAQ gives the shorter working definition used in its application process: “Digital public goods (DPGs) are open source software, open data, open AI systems, and open content collections that adhere to privacy and other applicable laws and best practices, do no harm by design, and help attain the Sustainable Development Goals (SDGs).” The DPGA states that this definition is operationalized through the DPG Standard, and that recognized solutions are discoverable in the DPG Registry.
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The two lists are not worded identically, and the difference is one of framing and operational scope rather than a contradiction.
#1 Best Overall
| Source | Categories named | What the difference means |
|---|---|---|
| UN Office for Digital and Emerging Technologies (policy framing) | Open-source software, open data, open AI models, open standards, open content | Names open standards explicitly as a class of digital public good. |
| DPGA application FAQ (operational definition) | Open-source software, open data, open AI systems, open content collections | A shorter list used to define what can be nominated for review. Open standards are not listed in this sentence. |
In practice, a reader should treat the UN list as the broader policy description and the DPGA wording as the working test a nominated solution must pass.
Three terms that are not interchangeable
- Open digital resource is the broad description. Any openly licensed software, dataset, model, or content collection fits here.
- Digital public good is a narrower public-interest concept. The resource must also serve the SDGs, comply with applicable law and practice, and be designed to avoid harm.
- Recognized DPG refers to a specific solution that has passed DPGA review and is listed in the registry. Only this term describes a verified status.
How recognition works
The nine indicator groups
The DPG Standard sets the baseline a nominated solution must meet. The DPGA’s Standard page groups its requirements into the areas below.
Rank #2
| Indicator group | What it checks |
|---|---|
| SDG relevance | Whether the solution helps attain one or more SDGs |
| Open licensing | Whether the solution is openly licensed |
| Clear ownership | Whether ownership of the solution is identifiable |
| Platform independence | Whether the solution avoids dependence on a single platform |
| Documentation | Whether adequate documentation is available |
| Non-PII data extraction | Whether data extraction avoids personally identifiable information |
| Privacy and applicable laws | Whether the solution complies with privacy and other applicable laws |
| Standards and best practices | Whether the solution follows recognized standards and best practices |
| Harm prevention | Three elements: data privacy and security, protection against inappropriate or illegal content, and protection from harassment |
The Standard is maintained as an open standard and licensed under CC-BY-SA 4.0. These indicators follow the UN framing and the DPGA Standard; they do not establish that every solution carries equal risk or impact.
Review and the outcome
According to the DPGA’s application FAQ, each application is reviewed by two individual reviewers and may be referred to external experts. A solution is marked as a DPG if it passes all indicators. It is marked ineligible if it fails one or more.
Status is time-limited
The FAQ states that DPG status lasts one year, with an automatic review at the end of that year. A solution that no longer meets the Standard may be marked expired and removed from the registry. A listing that was accurate when a article was written may not be current, so check the registry before relying on it.
What recognition covers and what it does not
The DPGA says the Standard “exclusively focuses on the design of the core solution,” and that “the Digital Public Goods Alliance does not evaluate local implementations as part of our review to determine if a digital solution is a DPG.” Recognition therefore describes the underlying solution’s design and governance. It does not certify how a particular ministry, company, or school has configured, hosted, or staffed it.
Rank #4
An organization deploying a recognized DPG still needs its own checks, including:
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- Compliance with the privacy and sector laws of the jurisdiction where it operates
- Hosting, access controls, and who maintains the installation
- Whether the version in use is the one that was reviewed
Why listing matters, and what it does not promise
The DPGA says registry listing can help with discoverability and promotion, showcase relevant solutions to stakeholders who may offer deployment opportunities, and connect owners to a global community. These are benefits the Alliance describes. Listing does not guarantee adoption, funding, impact, or revenue.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.AI systems as digital public goods
A UN Office for Digital and Emerging Technologies announcement dated 25 June 2026 reports on an assessment of AI systems as digital public goods. It says AI systems require analysis of training data, model weights, compute infrastructure, deployment settings, and ongoing governance. The announcement also reports that few AI systems had been formally recognized under the standard in place at that time, and argues that openness is multi-dimensional. Openness alone, it says, does not ensure public benefit or SDG alignment. Treat these figures as a snapshot from that date, not a current count.
Common misunderstandings
- “Free and open-source means it is a DPG.” Recognition requires review against multiple indicators, including SDG relevance, ownership, documentation, and harm prevention.
- “A DPG is approved for every installation.” The review covers core-solution design only.
- “Once recognized, always recognized.” Status runs for one year and is reviewed again.
- “Open means it serves development goals.” The UN framing explicitly separates openness from SDG alignment and public benefit.
How to check a named solution
- Open the DPG Registry on the DPGA website and search for the solution’s name.
- Confirm that the listing shows current recognized status and falls within the one-year validity period.
- Check the license and ownership information against the open-licensing and clear-ownership indicators.
- Read the documentation and confirm that the version you plan to use is the reviewed one.
- Assess your own deployment separately, covering data handling, legal compliance, hosting, and maintenance.
A solution that is absent from the registry is not automatically disqualified. It may simply not have been nominated or reviewed. Only a registry entry confirms recognized status.
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