Data for AI 2025
Web Data Infrastructure for AI: The foundation of AI and powering its future.
This report explores how public web data has become the backbone of AI innovation. As AI evolves, organizations must rethink their data infrastructure to stay competitive and relevant. The 2025 Data for AI report discusses the competitive edge, key drivers in strategy, and challenges companies face.
Key takeaways:
A data infrastructure partner is fundamental in providing high data quality to fuel high performing models.
89% of organizations state data quality will be the primary differentiator for competitive advantage in the short-term.
Organizations need multiple sources of data and infrastructure tools can create access.
73% of organizations are struggling to acquire high-quality, diverse, datasets.
To remain relevant as inference time becomes necessary organizations need to identify the tech that extracts and connects web data.
Organizations public web data needs will increase by 33% on average over the next 12-months.
A data partner allows teams to focus on the tech itself and create more high value for the company.
On average, 30% of organizations find collecting, cleaning and processing public web data for AI models very challenging.
