"The industry has spent years talking about power. Water is now catching up very quickly." — Water Utility Executive
The next phase of AI infrastructure growth is increasingly becoming a water challenge as much as a technology challenge.
Over the past two years, the industry has rightly focused significant attention on power availability, grid constraints, cooling technologies, compute density, and the wider infrastructure required to support AI-scale growth. Yet throughout our consultations with hyperscalers, utilities, developers, and regional planning authorities, one observation surfaced repeatedly: water remains comparatively under-discussed given its growing importance to long-term AI infrastructure planning.
This matters because water now sits at the intersection of multiple strategic priorities. Decisions around sourcing, treatment investment, non-potable water use, reclamation, drought resilience, power trade-offs, permitting, infrastructure readiness, and community confidence are no longer separate conversations. Increasingly, they form part of a single infrastructure planning challenge.
Perhaps most importantly, no single organisation can solve these challenges in isolation.
One of the strongest themes emerging from our research is the growing need for more coordinated planning between developers, utilities, municipalities, regional planning authorities, power providers, regulators, and infrastructure operators. Long-term assumptions about demand, resilience, capacity, and growth increasingly need to be aligned far earlier in the development process than has traditionally been the case.
Attendees will hear directly from utilities, planners, and operators as they discuss:
- How future water demand is being modelled under AI growth scenarios
- Which planning assumptions are proving most useful when evaluating drought risk and long-term resilience
- Emerging approaches to utility, developer, and municipal coordination
- Lessons from regions already managing accelerated infrastructure growth
- What other markets can learn from the experiences of early movers
Which Community Engagement Models Actually Reduce Resistance?
"Communities don't like surprises." — Infrastructure Developer
The scale and pace of AI infrastructure development is beginning to change how communities view major projects, particularly in regions already facing concerns around drought, affordability, infrastructure strain, or rapid population growth.
Many operators told us that community engagement is no longer simply a communications exercise. Increasingly, it influences permitting certainty, project timelines, political support, and long-term operational stability.
At the same time, the industry is still learning.
What constitutes meaningful transparency? Which engagement approaches genuinely build trust? How early is early enough? And what can be learned from previous infrastructure expansions that encountered resistance?
This discussion moves beyond broad statements about stakeholder engagement and focuses on practical implementation experiences.
Attendees will gain insight into:
- Emerging lessons on balancing infrastructure growth with community expectations
- Engagement approaches generating greater trust, transparency, and public support
- How leading projects are building credibility earlier in the development process
- Coordination models helping create smoother planning and approval pathways
- What operators would approach differently if planning major expansions again today
Water Reuse, Non-Potable Water & Operational Readiness
"Everybody talks about recycled water. Far fewer people talk about how to scale it quickly and what happens on a difficult operational day." — Data Center Operator
As AI infrastructure expands, the industry is increasingly moving beyond individual water solutions and towards a broader discussion around long-term water resilience.
Water reuse, reclamation, non-potable supplies, advanced treatment technologies, storage infrastructure, and contingency planning are all attracting significant attention. Yet operational experience remains relatively limited compared to the scale of growth being anticipated.
This is where many of the most valuable lessons are now emerging.
By bringing together strategic planning perspectives and real-world implementation experience, attendees will gain insight into how leading organizations are evaluating more resilient long-term water strategies through a combination of sourcing, treatment, reuse, storage, and contingency approaches.
Discussions will explore:
- What successful pilots and large-scale deployments are teaching the industry
- Real implementation challenges encountered during deployment
- Treatment consistency and operational reliability considerations
- How different regions are balancing water availability with future growth
- Lessons shaping future investment and infrastructure decisions
The conversation will also examine a less-discussed but highly important issue: water quality variability.
Differences in water chemistry can significantly influence corrosion rates, fouling behaviour, maintenance cycles, filtration requirements, equipment lifespan, and overall operational reliability.
As one engineering specialist told us:
"The water source matters. The treatment matters. But consistency matters just as much."
Attendees will therefore gain practical insight into:
- Real treatment and operational failures encountered in the field
- Monitoring and quality-control approaches
- Filtration optimisation strategies
- Infrastructure adaptation and resilience planning
- Lessons emerging from facilities already operating at scale
Real Lessons On Operational Water Resilience Under Stress Conditions
Perhaps the most important question facing the industry is no longer whether a site can secure access to water.
The more important question is whether the broader water strategy can remain resilient over the next decade and beyond.
Case studies and Q&A will address the following questions:
Can AI-scale facilities continue operating under drought restrictions?
How do supply assumptions change without creating operational disruption?
Can operators maintain confidence among regulators, communities, and investors as scrutiny increases?
"Water access gets a project started. Water resilience keeps it operating." — Utility Planning Lead
As demand grows and climate pressures evolve, resilience is increasingly becoming the defining measure of infrastructure readiness.
Attendees will hear how utilities, developers, regulators, and operators are preparing for:
- More variable water availability
- Greater pressure on long-term supply planning
- Future drought and restriction scenarios
- Increased expectations around preparedness and resilience
- Long-term infrastructure adaptability
Discussions will focus on practical lessons from regions already living with these challenges and the approaches beginning to strengthen operational resilience before stress conditions occur.
AI Density, Future Cooling Assumptions & Water-Energy Trade-Offs
The assumptions underpinning AI infrastructure are changing rapidly.
Density expectations continue to evolve. Cooling requirements are shifting. Infrastructure planning horizons are extending. And many traditional design assumptions are being reassessed.
The implications extend well beyond cooling technology alone.
They influence power demand, water consumption, redundancy requirements, infrastructure design, operational flexibility, and long-term expansion options.
This creates a growing need for facilities to build greater optionality into future infrastructure strategies.
Attendees will hear operators discuss:
- Which cooling architectures are proving most adaptable operationally
- What assumptions from traditional hyperscale environments are changing
- How organisations are balancing water and energy trade-offs
- The operational realities of hybrid cooling systems
- Maintenance implications and switching complexity
- Strategies for preserving flexibility under uncertain future conditions
Because ultimately, the challenge is no longer simply choosing the right cooling technology. You explained that it is about understanding how water, power, resilience, growth, and future infrastructure requirements interact over the lifetime of the facility.
As one reduced-water cooling technology entrepreneur told us:
"Many of the most important infrastructure conversations begin long before there is industry consensus. I'd argue that's exactly where next-generation cooling technologies sit today."
Of course, the next question raised repeatedly throughout our research was equally predictable:
"That's great. But what are the power trade-offs?"
And that's precisely where the discussion becomes interesting.
The sector is still building practical experience.
Approaches vary significantly between regions. Assumptions continue to evolve. Yet the strategic importance of the topic is becoming increasingly difficult to ignore.
Our objective is therefore simple: to create a conversation where the industry can openly discuss what is working, where uncertainty remains, and what lessons may help shape more resilient infrastructure decisions in the years ahead.