Coinbase on OpenAI Private Intelligence

TL;DR: By using OpenAI’s latest models and a zero data retention policy, Coinbase has increased engineering productivity across the company by approximately 3 to 4 times while maintaining data sovereignty. ## Background: All Coinbase Employees Get Immediate Access to the Latest Models When the latest OpenAI models are released, all Coinbase employees can immediately access the best models available. This capability forms the foundation for AI adoption within Coinbase—frontline teams can directly access industry-leading intelligence without waiting or building their own inference infrastructure. ## Why Coinbase Trusts OpenAI Coinbase’s reasons for trusting OpenAI center on model safety and data control: - **Investment in model safety**: OpenAI has invested heavily in model safety, striking the right balance in setting guardrails. - **Zero data retention**: This is a key prerequisite for Coinbase—ensuring that data is not stored or retained beyond what is needed for queries and conversations. Zero data retention gives Coinbase confidence that its data remains protected and under its own control at all times. ## Early Initiatives: Raising Quality Standards with AI One of Coinbase’s first internal initiatives involving investment in automation and AI was to raise quality standards. The rationale presented in the document is that, when guardrails are set appropriately, teams can move quickly with confidence—safety and efficiency reinforce each other. ## Results: A 3- to 4-Fold Increase in Engineering Productivity Over the past few years, this approach has increased engineering productivity across the company by approximately 3 to 4 times. The ultimate outcome is achieving both: Coinbase retains ownership of its data while continuing to access the industry-leading intelligence provided by OpenAI. Source: Coinbase on OpenAI Private Intelligence (https://www.youtube.com/watch?v=Amm9ySSET4c)