OpenAI will prioritize the “practical adoption” of artificial intelligence in 2026, as stated by CFO Sarah Friar. The company aims to bridge the gap between AI capabilities and its daily application by individuals, organizations, and nations.
Friar, in a recent blog post, identified significant and immediate opportunities for growth in health, science, and enterprise sectors. She noted that improved intelligence in these areas directly translates to enhanced outcomes. OpenAI is already leveraging these opportunities, evidenced by data from Ramp showing business spending on OpenAI models reached a record high in December, surpassing competitors Anthropic and Google.
Concerns persist among some investors and analysts regarding OpenAI’s substantial financial commitments and future profitability. The startup has entered into infrastructure deals totaling approximately $1.4 trillion over the past year, involving data centers.
A potential new revenue stream for OpenAI is advertising, with testing scheduled to begin. CEO Sam Altman previously referred to advertising as a “last resort,” though this development was anticipated for months.
Friar addressed financial concerns in her blog, correlating revenue growth with compute availability. OpenAI’s compute capacity increased from 0.2 gigawatts in 2023 to approximately 1.9 GW last year. Concurrently, annualized revenue expanded from $2 billion to over $20 billion in the same period.
Friar described this as “never-before-seen growth at such scale.” She asserted that increased compute availability during these periods would have accelerated customer adoption and monetization.
Paul Kedrosky, a tech blogger, responded to Friar’s post on Monday, stating, “Amusing reading from OpenAI CFO bragging that they are successfully selling dollars for $0.70 in huge volume.”








