2 INTELLIGENCE MOVES INTO OPERATIONS AI is proving its value most where data is already well structured. The next test will be in production environments, where agentic systems must navigate greater uncertainty, turn insights into actions and deliver value closer to the asset where decisions are more consequential. Most energy organizations are past Looking specifically at agentic AI generation and production and the experimentation stage with AI. workflows, the findings are even 7% for grid operations. Only 1% report no AI use at all, and stronger, with agentic AI use more From the data, it’s reasonable to 15% are still piloting isolated use than doubling year-on-year, from assume that agentic workflows have cases. Half now run AI across several 15% to 33%. When industry scaled first in functions where data is | business functions, 26% have | respondents identify the functions in | | already structured, systems already | | integrated agentic workflows, and 7% | which agentic workflows are used | | connected and outcomes quickly | | orchestrate AI across organizational | most, digital and technology functions | | measured. Those environments | | or sectoral boundaries. | lead at 55%, compared with 8% for | | Figure 5 | | A third of businesses are starting to | | engage with agentic implementation of AI | | Organizational use of AI | | 1% | 4% | | 15% | 12% | 12% | 18% | 21% | 14% | 18% | 15% 51% 46% 45% 48% 52% 58% 42% 56% | 26% | 26% | 36% | | 26% | 19% | 22% | 38% | 24% | | 16% | | 7% | 8% | 8% | 7% | 6% | 2% | 2% | 2026 overall UK Germany Japan China US Brazil India Orchestrating Integrated, Several business Piloting isolated Not using yet across boundaries agentic workflows functions use cases 18