Promoting Entrepreneurship and Innovation Through Business-to-Business (B2B) Data Sharing
Summary
To bolster competition, entrepreneurship, and innovation, the next administration should facilitate business-to-business (B2B) data sharing between startups and data-rich, established companies. Asymmetry in the digital economy is an existing market failure that, if left unchecked will continue to intensify to the detriment of consumer choice and our collective security.
Leveling the playing field requires policy to remove barriers to entry created by data advantages and to promote market competition through increased access to big data. Specifically, we propose that the Small Business Administration’s Office of Investment and Innovation establish a data-sharing program that gives entrepreneurs access to the data they need to improve algorithms underpinning their products and services. This would support a thriving and diverse ecosystem of startups that could in time yield valuable new markets and products.
These ideas aim to advance the detailed policy solutions needed to foster public trust and implement fairness in the adoption of AI across diverse domains, from healthcare and government benefits to rural access, education, and worker protections.
The evidence is clear: algorithmic pay-setting is established in app-based work, and payroll/timekeeping failures show how software can produce systemic wage harm at scale
While a few states have taken steps to implement decision-making mechanisms for certain AI systems, too many leaders are simply accepting narratives about AI’s purported public benefit at face value – jumping to the “how” of AI implementation before thoroughly vetting potential systems and deciding whether they are appropriate to use at all.
When properly structured — with specific numeric targets, secured financial obligations, independent monitoring, and meaningful enforcement — CBAs transform data center deals into durable community partnerships.