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What does it take to achieve truly reliable estimates?

The pressure to accelerate decisions coexists with the need to maintain control over data. Is it possible to enable autonomy without compromising quality and traceability?

Data governance rarely fails because of technology. The real challenge appears when organizations try to make it work in practice.

Data is becoming central across the organization, but not always under a shared framework. As its use expands, so do the differences in how it is interpreted and managed. At what point does that start affecting decision-making?

At the American Public Power Association (APPA) National Conference 2026 in Boston, this topic was present in many conversations: load growth, data centers, affordability, resource adequacy, capital planning, and the need to make better decisions under uncertainty.

Demand growth, data centers, electrification, aging infrastructure, resilience investments, equipment lead times, supply chain constraints, and affordability pressure are all moving at the same time.

The CFO is increasingly becoming a decision orchestrator. This means helping the organization connect financial planning, load growth assumptions, capital allocation, operational constraints, regulatory strategy, risk management, and customer affordability into one coherent decision-making system.

Utilities are becoming continuous decision businesses. Finance has to catch up.

For many utilities, the greatest impact of a storm isn't the initial damage, it's how long it takes to recover the costs

As CFOs in the utilities sector face an increasingly complex and dynamic financial landscape, their roles demand innovative budgeting, investment planning, and regulatory compliance approaches.

Quanam's Chief Compliance Officer takes on Vice President role in UNESCO's first national AI Ethics Business Council in Latin America.

Enterprise-grade FP&A on Azure with faster adoption and governed planning