Enterprise AI adoption widens
Industry reports say 67% of organisations now have generative AI in production and 75% are increasing budgets, with newer model variants aimed at speed and cost-efficiency like OpenAI’s GPT-5.3 Instant Mini cited as part of that shift. The narrative in these analyses is that firms are moving from isolated experiments to operational deployments that prioritise reliability and pricing flexibility. (futurumgroup.com, dig.watch)
Generative artificial intelligence is moving into day-to-day business systems, with 67% of organisations now running it in production and 75% planning bigger budgets. (futurumgroup.com) Those figures come from Futurum Group’s first-half 2026 survey of 838 decision-makers, published April 12, and the same survey says OpenAI GPT leads enterprise adoption at 61%, ahead of Azure OpenAI at 50% and Google Gemini at 47%. (futurumgroup.com) OpenAI added a new example of that cost-and-speed push on April 9, when it released GPT-5.3 Instant Mini in ChatGPT Enterprise and Edu as the fallback model after users hit GPT-5.3 Instant rate limits. OpenAI said the newer mini model offers stronger writing and better contextual awareness than the earlier GPT-5 Instant Mini. (help.openai.com) A “mini” model is the cheaper, faster version of a larger system, built for high-volume work such as customer support chats, internal search, and routine drafting. OpenAI’s current API pricing page shows the company selling lower-cost tiers such as GPT-5.4 mini at $0.75 per 1 million input tokens and GPT-5.4 nano at $0.20, alongside slower, more capable flagship models. (openai.com) That pricing spread is showing up in how companies buy. Deloitte’s 2026 enterprise artificial intelligence report says worker access to artificial intelligence rose 50% in 2025, and the number of companies with at least 40% of projects in production is set to double in six months. (deloitte.com) Deloitte also found that two-thirds of organisations, or 66%, already report productivity and efficiency gains from enterprise artificial intelligence. But only 20% say they are already seeing revenue growth from those efforts, while 74% still hope revenue gains will come later. (deloitte.com) OpenAI is making the same case from inside its own business. In an April 8 note, Chief Revenue Officer Denise Dresser said enterprise now accounts for more than 40% of OpenAI revenue and is on track to reach parity with consumer revenue by the end of 2026. (openai.com) OpenAI’s December 17, 2025 enterprise report said more than 1 million business customers use its tools, while ChatGPT message volume grew eightfold and application programming interface reasoning-token consumption per organisation rose 320-fold year over year. The company said enterprise users report saving 40 to 60 minutes a day, though those figures come from OpenAI’s own usage data and case studies. (openai.com) The constraint is no longer just model quality. Futurum says 56% of organisations cite talent scarcity as the biggest adoption barrier, while Deloitte says companies feel less prepared on infrastructure, data, risk, and talent than they do on strategy. (futurumgroup.com, deloitte.com) The result is a market where companies are buying for reliability, governance, and price as much as raw model power. The experiment phase is not over everywhere, but the spending and product launches in April 2026 show that more firms now expect artificial intelligence to run inside ordinary operations, not beside them. (futurumgroup.com, openai.com)
