ADI assessed how sustainability priorities are influencing actual capital allocation across electric utilities, with a focus on transmission, distribution, and grid digitalization. The work drew on utility‑level benchmarks covering decarbonization targets, resilience investments, and governance structures, supplemented by interviews with sustainability and planning leaders. Emphasis was placed on distinguishing aspirational ESG commitments from areas driving near‑term procurement and vendor selection.
The client
Global industrial technology leader
The situation
Utilities faced mounting ESG pressure but lacked clarity on where decarbonization, grid resilience, and digital spend would concentrate.
ADI’s contributions
Proprietary utility benchmarking
Leveraged ADI’s proprietary database of utility sustainability initiatives, KPIs, and governance models built across prior studies.
Primary sustainability interviews
Conducted targeted interviews with utility sustainability leaders to validate how ESG goals translate into capital programs.
Competitive solution mapping
Benchmarked competitor offerings against utility needs to identify defensible differentiation and whitespace.
Engagement prioritization
Identified regions and utility profiles where sustainability pressure most directly drives near‑term procurement decisions.
Key outcomes
Enabled sustainability‑led targeting toward transmission and distribution segments where investment intensity and urgency are structurally rising, strengthening long‑term positioning.
Client Results
ADI took our energy transition strategy to the next level. They brought rigorous analysis and detailed market forecasts that gave us the hard data we needed to present to our leadership team. It was a phenomenal experience from start to finish.
Alex Robart
Energy & Sustainability Leader, Microsoft
ADI structured and led a workshop examining how AI‑driven data center growth translates into power demand, infrastructure strain, and planning risk. Insights were synthesized from utilities, hyperscalers, OEMs, and developers to assess demand magnitude, geographic concentration, and timing relative to transmission and permitting constraints. The analysis framed implications for fuel mix, grid investment sequencing, and […]
ADI built a bottom‑up view of U.S. data center electricity demand driven by AI workloads, using rack density, GPU power consumption, utilization assumptions, and load growth scenarios. These demand estimates were stress‑tested through interviews with utilities, hyperscalers, and power developers to assess grid constraints and timing mismatches. The work linked physical load growth to regional […]
ADI evaluated the total addressable market and outlook over a 10-year period for AI-driven seismic interpretation amidst a shrinking G&G user pool. The study addressed factors impacting the adoption of OSDU and cloud migration among NOCs, majors, and independent operators. Analysis centered on evaluating the trade-off between model-centric and expert-based AI, and geoscientists’ preference globally. […]
ADI performed a strategic assessment of Industrial Internet of Things (IIoT) adoption within the U.S. gas processing sector to estimate addressable market over a 10-year period. The work mapped critical digital capabilities including cloud mobility, big data analytics, and augmented reality / virtual reality (AR/VR) training against the immediate operational needs of midstream reliability engineers. […]
This assessment by ADI evaluated a fixed, wireless sensor network designed for continuous corrosion monitoring across hazardous upstream, refining, and chemical assets. Analytical modeling incorporated scale-driven reductions to project revenue over a 10-year period. The study surfaced trade-offs between system mobility and the high installation costs of competing fiber optic or electrical resistance probes. The […]
ADI evaluated the total addressable market and outlook over a 10-year period for digital solutions for gas processing. The analysis highlighted a strategic preference for back-office digitalization over field operations, driven by a lack of commercial readiness for wearables and high capex barriers for IoT. ADI mapped these adoption hurdles against process automation partnerships to […]
ADI evaluated the addressable market in the U.S. for enterprise performance management software used to track stream volumes, mass, and composition in midstream systems. The assessment analyzed the shift toward software-as-a-service (SaaS) models and the technical requirements for connectivity with ERP and ETRM/CTRM platforms. This study surfaced the competitive constraints posed by in-house spreadsheet programs […]
ADI assessed a global energy transition capital spend and outlook through 2050, identifying the addressable market for digital technologies. The study analyzed how the shift toward fragmented, low-carbon infrastructure will impact the need for digital integration across intermittent renewables and energy storage systems. Modeling surfaced critical factors that will dictate the pace of digital adoption. […]
This strategic planning support assessed a global reservoir simulation market and outlook over a 10-year period. ADI examined the commoditization of black oil simulators and the competitive pressure from GPU-based cloud computing and data analytics alternatives. The work surfaced critical trade-offs between physics-based accuracy and the speed required by a shrinking reservoir engineering workforce. The […]
ADI evaluated the adoption of predictive analytics and IIoT offerings among independent North American operators. The research identified factors impacting adoption and growth and critical solutions to drive adoption in high-producing assets. The client Venture capital firm The situation Need to discern between re-branded automation products and differentiated, value-added IIoT offerings for investment. ADI’s contributions […]
ADI Analytics supported a diversified industrial major in shaping its digital strategy for the oil and gas refining sector. The client A diversified industrial company building digital solutions for the refining industry. The situation The client needed insights into customer needs, digital opportunity areas, and prioritization strategies to guide its refining-focused digital initiatives. ADI’s contributions […]
On April 7, 2026, the European Commission announced the first official Carbon Border Adjustment Mechanism (CBAM) certificate price for Q1 2026 at €75.36 per tonne of CO2 equivalent (~$88/t CO2e), marking the EU’s first explicit carbon price applied to imported goods. This rate will be applied to the embedded emissions in CBAM-covered imports and is […]
Immersion cooling fluids are taking on more importance as data‑center operators deploy higher‑power artificial intelligence (AI) and high-performance computing (HPC) systems. Rack densities are increasing faster than traditional air systems can accommodate, and liquid cooling is now part of the design discussion for many new builds and retrofits. In that context, fluid properties affect reliability, […]
Part of ADI Analytics’ ongoing coverage of the implications of the Iran conflict across oil & gas, LNG, refined products, and chemicals. The UAE’s exit from OPEC (see our prior blog) in late April 2026 reflects a decisive shift toward a volume‑driven strategy focused on monetizing its hydrocarbon resource base ahead of the global energy […]
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