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.
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.
Oil, gas and power companies hold decades of asset history in maintenance systems and technical documents. Letting engineers ask for it by voice, in their own language, turned that archive into longer equipment life for a national oil company in the Gulf.
·6 min read
The numbers
Data points shaping energy and utilities now
Sourced figures from our latest research. Each links to the insight that puts it in context.
302 BU
short-term power transacted in India in FY2025-26 (market data, Indian Infrastructure)
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.
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.
Oil, gas and power companies hold decades of asset history in maintenance systems and technical documents. Letting engineers ask for it by voice, in their own language, turned that archive into longer equipment life for a national oil company in the Gulf.
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.
Telecom towers, retail outlets, branches and pumping stations all run on a mix of grid power, diesel, batteries and solar. Reconciling the bill with what actually ran turns that mix into a passport per site — and a lab for testing the next diesel price or tariff change.
Cathodic-protection surveys are walked along remote rights of way with no signal. When readings are typed in, positions approximate and anomalies found weeks later, integrity decisions start from cleaned-up data. Capturing it right at source changes that.
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.
Oil, gas and power companies hold decades of asset history in maintenance systems and technical documents. Letting engineers ask for it by voice, in their own language, turned that archive into longer equipment life for a national oil company in the Gulf.
Cathodic-protection surveys are walked along remote rights of way with no signal. When readings are typed in, positions approximate and anomalies found weeks later, integrity decisions start from cleaned-up data. Capturing it right at source changes that.
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.
Telecom towers, retail outlets, branches and pumping stations all run on a mix of grid power, diesel, batteries and solar. Reconciling the bill with what actually ran turns that mix into a passport per site — and a lab for testing the next diesel price or tariff change.
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.
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.
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.
·6 min read
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