Insights

Perspectives on data, AI and agents, industry by industry.

69 points of view from our industry teams — filter by industry or topic, or search. Figures in each article are sourced or labelled.

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Energy & utilities Point of view · Power markets & data6 min read2026-09-29

Every desk in an energy company needs the same data. Build it once, as a product, and let them subscribe

Trading, discom operations, generation, finance and regulatory teams each rebuild the same forecasts and market data. A data product factory and an internal marketplace — on AWS, Azure or on-premise — turn that duplication into governed products with owners, contracts and subscriptions.

Energy & utilities Point of view · Power markets & data7 min read2026-09-27

India's power trading desk now lives in fifteen-minute blocks. Its data has to keep up

Short-term power trading is growing, the Real-Time Market is its fastest-growing segment, and market coupling, derivatives and deviation-settlement reform are changing the rules. Desks that win will be the ones whose forecasts, positions and settlements are trusted by gate closure.

302 BUshort-term power transacted in FY2025-26, 17.7% of the 1,707 BU total — market data, not SCIKIQ results
Energy & utilities Point of view · Power & discoms7 min read2026-09-18

AT&C losses are a data problem before they are a vigilance problem

Smart prepaid metering gives Indian discoms the data to see where energy goes missing, from the feeder to the consumer. The losses fall when that data is joined to billing, the network and the vigilance team's list — and when officers, not algorithms, decide who is inspected.

Energy & utilities Point of view · Governing AI5 min read2026-08-26

In the grid, the plant and the pipeline, agents should observe and suggest — and people should switch

Energy is a safety-critical business. AI agents can watch more signals than any control room, but a wrong action can black out a feeder or breach a pipeline. The answer is not to keep AI out; it is to give every agent an autonomy level, an owner and an audit trail.