Generative Artificial Intelligence, A Strategic Asset For Water Utilities

Generative AI (GenAI) is emerging as a catalyst capable of transforming asset management, decision-making, and customer engagement.

Business resilience, regulatory performance and reliability, financial viability, stakeholder understanding and support, community sustainability, and talent development: six key challenges identified by Xylem Vue.

The water sector is at an unprecedented inflection point. The convergence of aging infrastructure, a transitioning workforce, increasing regulatory pressure, and the growing impact of climate change is forcing utilities to rethink their strategies and operations.

In this context, generative artificial intelligence (GenAI) is emerging not only as a digitalization tool, but as a catalyst capable of transforming asset management, decision-making, and customer relationships, as highlighted in the report Water Technology Trends 2026: A Strategic Guide to the Future of Smart Water, recently released by Xylem Vue.

The study emphasizes GenAI’s ability to generate contextualized content (summaries, recommendations, simulations), positioning it as a strategic asset for decision-making in complex environments. This represents a significant evolution from advanced analytics and traditional machine learning, which have typically focused on well-defined tasks (e.g., leak detection, demand forecasting). The water sector is at an unprecedented turning point. The convergence of aging infrastructure, a changing workforce, regulatory pressure, and the growing impact of climate change is forcing utilities to rethink their strategies and operations.

Global trend

The adoption of GenAI in the water sector is a global phenomenon, with documented initiatives across the United States, Europe, Asia-Pacific, and the Middle East. While more mature markets are leading deployment, “operational pressure and the need for efficiency are driving digitalization worldwide,” the Xylem Vue report notes.

Among high-impact applications, Xylem Vue highlights strategic infrastructure planning and performance optimization. AI-driven conservation platforms enable early detection of water losses and promote responsible consumption among customers.

Operational optimization is another key area. GenAI is helping to close the funding gap in operations and maintenance by automating tasks, improving process reliability, and enabling scalability.

Customer experience and satisfaction also stand out as major application domains. Solutions based on natural language processing and GenAI enable 24/7 multilingual support, enhancing accessibility and user trust.

Finally, water resource sustainability benefits from GenAI integration in basin management, reuse planning, and dynamic resource allocation. These capabilities allow utilities to anticipate scarcity scenarios, optimize usage, and reduce environmental impact.

Emerging challenges

The greatest value of GenAI lies in its ability to address challenges that are not yet fully digitalized. The Xylem Vue report identifies six key areas facing the water sector:

• Business resilience. GenAI can transform static contingency plans into dynamic crisis-response tools (climate-related, cyber, etc.), providing real-time guidance and supporting operational continuity.
• Regulatory performance and reliability. Automating compliance monitoring, report generation, and multilingual alerts reduces administrative burden and the risk of non-compliance.
• Financial viability. GenAI supports capital planning, budget management, and data-driven decision-making, strengthening long-term economic sustainability.
• Stakeholder understanding and support. GenAI enables the generation of tailored content (FAQs, infographics, summaries) for different audiences, improving transparency and facilitating understanding of complex decisions without expanding communication teams.
• Community sustainability. AI supports the design of more equitable and sustainable programs by analyzing unstructured community data and simulating the impact of different policy scenarios.
• Talent development. In the face of mass retirements, GenAI becomes a key ally in retaining institutional knowledge and accelerating workforce training, reducing dependence on static procedures and fostering a digital culturel mayor valor de la GenAI reside en su capacidad para abordar retos aún no plenamente digitalizados. El informe de Xylem Vue destaca 6 a los que se enfrenta en el sector del agua:

Governance and Responsible Use

The adoption of GenAI in utilities “requires a rigorous governance approach,” according to the Xylem Vue trends study. It states that AI systems “must be transparent, auditable, and allow for human oversight, especially in safety-critical contexts. Data protection (GDPR and local regulations), risk management, and fairness in application design are non-negotiable requirements.”

Governance is no longer an aspirational goal but a necessary condition for the strategic and sustainable deployment of AI.

Xylem Vue is a secure, integrated, and agnostic analytics and software platform capable of capturing data from any source, including legacy systems. This enables water utilities to maximize prior investments in existing technologies while advancing their digital transformation journey and breaking down data silos to deliver a holistic 360-degree system view. By offering a broad portfolio of modular applications, Xylem Vue helps utilities unlock the