Human-AI Interaction Time (HAIT): Measuring Work in the AI Era

Why We Need a New Way to Measure Work in the AI Era Traditional ways of measuring work are based on assumptions that artificial intelligence systematically breaks . What is missing today is not another AI tool, but a measurement model that makes human work visible in collaboration with AI . The Invisible Work AI is no longer experimental — it’s a daily tool. Employees: Write with ChatGPT Analyze with Copilot Design with MidJourney Automate with agents Generate code, summarize texts, and prepare decisions Yet most organizations still use the same logic as 20 years ago: The problem: A growing portion of real work no longer fits these categories . It is invisible . The New Reality of Work Modern knowledge work is no longer just execution. It involves: Prompting AI Evaluating AI outputs Iterating and refining Decision-making based on AI results Combining human expertise with machine suggestions These tasks are real, cognitively demanding, and crucial for quality, productivity, and competit