October 2026 AI Insights

AI is changing not just how work gets done, but how businesses measure value. As AI models become more capable and the cost of completing tasks continues to fall, organizations face new questions about where to invest, how to measure performance and what this means for their operating models.

The rise of personal AI agents is accelerating this shift. As these tools begin acting on behalf of customers and employees, businesses must rethink how they deliver value, manage accountability and prepare for a future where AI plays a much greater role in everyday decisions.

In this month’s AI Insights, we explore why the cost per outcome is becoming a critical measure of AI value, how emerging models and personal agents are reshaping business and what leaders can do now to prepare their organizations for what comes next.