The Real ROI on AI? Train Your People First

BCG's 2026 report finds 70% of AI value in utilities comes from workforce and process change, not technology

30 Mar 2026

US water utilities are sitting on a real AI opportunity. A new Boston Consulting Group report makes clear, though, that most are not yet built to capture it.

BCG's March 2026 analysis of AI adoption across power and utility companies found that embedding AI into core operations can improve enterprise efficiency by more than 20 percent and boost capital productivity by over 15%. The findings carry direct implications for US water operators still struggling to move beyond isolated pilots.

The most striking conclusion is also the least expected. BCG found that only about 30% of AI's total value in utilities comes from the technology itself. The remaining 70 percent depends on people: how workers are trained, how processes are redesigned around new tools, and how leadership drives adoption across every level of the organization. For water utility managers who have invested in smart metering, predictive maintenance platforms, or leak detection systems without seeing expected returns, this reframing offers a clear diagnosis.

The workforce data is especially significant for a sector under demographic strain. Employees at utilities that have genuinely embedded AI into daily workflows save up to four hours per week through automated reporting, intelligent data retrieval, and AI-assisted decision support. More than nine in ten workers in those early deployments reported greater job satisfaction. AI-driven operational tools can also cut workforce coordination effort by up to 70 percent and reduce field crew idle time by around 30 percent, metrics that translate directly to distributed water network management.

BCG's recommended path runs in three phases: deploy productivity tools to build confidence and momentum, then redesign core operations across functions like asset management and crew dispatch, and finally build adaptive infrastructure capable of anticipating failures before they occur. The firm urges utilities to resist spreading investment across dozens of disconnected use cases and instead commit to three or four strategic priorities with clear governance and measurable outcomes.

For US water operators facing aging infrastructure, climate volatility, staff shortages, and tightening federal performance requirements, the framework is timely. The utilities best positioned for this decade will not simply be those with the most advanced software. They will be the ones that invest as seriously in their people and processes as they do in their platforms.