An OpenAI-authored working paper analyzes Codex platform usage data across individual, organizational, and internal OpenAI users through June 2026, finding weekly active users grew more than fivefold between January and June 2026. Task complexity has escalated materially: the share of individual users submitting at least one request estimated to require more than eight hours of human work rose from 2.1% in December 2025 to 25.6% by May 2026, and more than 10% of users are managing three or more concurrent agents in a given week. For financial institutions, the data provide a concrete, product-level usage signal on whether enterprise agentic AI adoption is translating into deeper workflow integration rather than surface-level experimentation, bearing directly on whether ROI claims and revenue expansion are durable.
377 other tracked developments touching the same claims.