Open-Source AI in Government: Procurement Barriers and Adoption Patterns in Public Sector

Q: What does this research mean for the field?

Procurement barriers significantly influence the adoption patterns of open-source AI technologies within the public sector. Novelty: ClaimNovelty.INCREMENTAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

Олег Ивченко; Iryna Ivchenko

doi:10.5281/zenodo.22118896

August 27, 2026Open Access

Open-Source AI in Government: Procurement Barriers and Adoption Patterns in Public Sector

View Full Paper

Ask AI

Bookmark

Share

Key Points

Investigate the institutional and regulatory barriers affecting the procurement and adoption of open-source artificial intelligence systems within public sector agencies.
Analyzed public procurement frameworks, institutional guidelines, and operational standards governing software acquisition.
Evaluated organizational, legal, and operational constraints impacting the integration of open-source technologies in public administration.
Identified significant regulatory, security, and liability hurdles that impede standard government acquisition of open-source artificial intelligence models.
Mapped emerging institutional pathways and vendor engagement patterns that enable successful implementation of non-proprietary AI solutions across public services.

Ask about this paper

Answers are grounded in this paper and cite their sources.

Implication

Policy analysis reveals procurement barriers and adoption patterns for open-source AI in government agencies, highlighting institutional obstacles to deploying transparent systems.

Abstract

Research article: Open-Source AI in Government: Procurement Barriers and Adoption Patterns in Public Sector

Discussion

No takes yet. Share an insight, caveat, or question.

Cite This Study

Ивченко et al. (2026) studied this question.

synapsesocial.com/papers/6a91468ad15324a1df3aa365 https://doi.org/10.5281/zenodo.22118896

View Full Paper

Ask AI

Bookmark

Share

Open-Source AI in Government: Procurement Barriers and Adoption Patterns in Public Sector

Key Points

Ask about this paper

Implication

Abstract

Discussion

Cite This Study

Open-Source AI in Government: Procurement Barriers and Adoption Patterns in Public Sector

Key Points

Ask about this paper

Implication

Abstract

Discussion

Cite This Study

Keep reading

Keep reading