AI’s Impact on Revenues: The Good, the Bad and the Negligable

Synopsis

AI tools are everywhere in solar delivery and operations. Some are already saving time and money. Others add noise or risk. This presentation cuts through the claims and looks at what asset owners and operators actually keep, pause, or walk away from when portfolios scale

• Where AI delivers value today across design, construction, and operations
• Where results look promising but evidence is still thin
• What remains dependent on human judgement, accountability, and experience?