Why AI Adoption Feels High but ROI Feels Vague
Most companies today agree on one thing. AI is everywhere. A recent survey by PwC found that nearly 80 percent of business leaders say AI is already changing how work gets done inside their organizations. Employees use AI for writing, analysis, research, and planning, often without formal mandates. Yet when leaders are asked a harder […]
What Does “AI for Teams” Actually Mean?
AI adoption in the workplace is no longer a question of if. It is a question of impact. According to McKinsey, more than 70% of companies are already using generative AI in at least one function. Yet in the same surveys, leaders consistently report uncertainty about returns at the team and organizational level. Individual productivity […]
Over the last two years, AI adoption at work has exploded. According to McKinsey, over 70% of employees now use some form of generative AI in their day-to-day work, often without formal rollout or training. Productivity experiments routinely show individual gains of 20–40% in writing, analysis, and research-heavy tasks. On paper, this should translate into […]