Utilities are under pressure to deliver safe, reliable, affordable and lower-carbon services while managing ageing networks, capital programmes, workforce constraints, cyber exposure and increasingly complex operating conditions.
AI can help utilities detect weak signals, predict failure risk, prioritize interventions and improve planning. But a prediction does not create value by itself. Value appears only when the insight reaches an accountable operational decision, becomes safe and executable work, and produces an outcome that can be measured.
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anything about maintenance, reliability, and asset management.
