In a significant shift towards human–machine hybrid workforces, McKinsey has deployed 25,000 AI agents, which now outnumber human staff 2:3 and have saved an estimated 1.5 million hours. This operational transformation is mirrored at Accenture, where S&C practitioners can now access ChatGPT Enterprise through internal software catalogues for secure GenAI delivery. Meanwhile, research into prompt repetition indicates that simply duplicating a query once can drastically improve accuracy for models like Gemini and GPT-4o without increasing latency, offering a low-cost performance boost for production systems.

The corporate landscape remains volatile as OpenAI