Buying AI and AI in procurement
Why it matters
Technologies like GenAI and agentic AI have the potential to help public sector organizations increase efficiency through automation and strengthen decision-making, helping stretch tight human resources to better serve the public.
AI is entering government in different ways, through direct procurement of licenses or tools, but often, personal use and pilot projects provide entry through the side doors.
Good AI procurement looks like good technology procurement. But there are differences as AI is rapidly growing and changing. AI carries a unique combination of risks, including data management & bias, establishing adequate safeguards & liabilities, questions of ownership, and environmental impacts.
Good procurement addresses this. We help build organizational readiness, ensure value-aligned technology and set up outcome-driven procurement. As a fast-changing new technology, where vendors are pushing their services, OCP provides technology-neutral advice and support.
We support governments in two ways:
- We help governments leverage AI for better procurement. We build AI that makes procurement data more accessible, provide AI-powered analytics, and produce more and better data to track performance and spending – from comparing medicine prices to filtering business opportunities for SMEs.
- We advise governments to buy AI responsibly, building on our BuyingAI guide and by providing bespoke training and technical assistance. We can support the development of procurement strategies that help you acquire modular agile AI-enabled technology, drafting RFPs, market engagement, evaluation, contract scoping or vendor management. We can also link you to governments who have learned what works and what doesn’t.
Our approach to AI
We believe in responsible AI. That means AI that is based around clear guidelines and values that is human-centered, participatory, and transparent. We believe in humans staying in the loop for decisions and clear reasoning and audit trails for AI system decisions.
We can help you with:
Training
Are you interested in understanding how you can improve your technology procurement, particularly of AI contracts? We are working with partners globally to deliver different types of practical training sessions – whether it’s to get a first overview of what matters or how to improve the procurement process in detail.

Our work and ongoing projects: AI in procurement
Some of the ways how we help our partners leverage AI for better procurement. Some of the recent examples include:
In Ukraine, Public officials must navigate complex laws, methodologies, procurement rules, construction norms, financial requirements and donor conditions. The AI assistant provides real-time guidance on public investment management rules and the project preparation process directly within the DREAM interface, without replacing public servants, expert judgment, or political accountability.
In Brazil, medicine procurement is fragmented, with thousands of local governments buying products across scattered systems, resulting in large price variations and inconsistent documentation. Without reliable information, public buyers can’t make smart decisions and citizens pay more. We matched procurement item descriptions from the public procurement system to entries in the goods and services catalog, using the open contracting data.
Our work and ongoing projects: Buying AI
Technologies like GenAI and agentic AI have the potential to help public sector organizations increase efficiency through automation and strengthen decision-making, helping stretch tight human resources to better serve the public.
Our BuyingAI guide offers practical and hands-on tips to get the best results from your AI purchases. Developed with public sector procurement, project, and technology teams, it builds on the insights of over 50 public sector practitioners and experts. The guidance is designed to help you no matter where you are on your AI procurement journey. We provide procurement, project, and technology teams with actionable, plain-language information to help you get started with what’s essential when buying AI.
AI and open contracting data
AI is making it faster and cheaper to digitize procurement records, extract information from documents, and bridge gaps in data coverage.
But to make the most out of AI, governments need to invest in structured systems that produce high-quality data by design, and AI tools that help fill gaps, augment coverage, and make the data more useful.
OCP’s Open Contracting Data Standard provides a shared structure that makes data comparable and accountable, creating the foundation that makes everything else work.
