Global energy transition digital spend outlook

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.

Global cloud and technology provider

Ambiguity in sizing the digital transformation opportunity across multiple energy transition futures and emerging technology segments.

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ADI modeled three distinct energy futures—BAU, Rapid, and Net-Zero—to project capital shifts from fossil fuels to electrification.

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Digital spend was forecast across 15 energy segments, identifying power and utilities as the primary growth engine through 2050.

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The research quantified the cost parity challenges for CCUS and hydrogen, correlating these to the required digital optimization spend.

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ADI ranked the infrastructure limitations of EVs, DAC, and grid resilience to identify where digital twins offer the highest value.

  • Quantified digital spend forecasts by sector, enabling the client to prioritize cloud service investments in high-growth ET segments.
Client Results
ADI brings a senior level of technical expertise and deep industry contacts. They performed a technical feasibility study for our gas-to-liquids project that added actual value and helped us move toward commercialization faster than we could have on our own.
Riley Hagan CEO, Ethanext

Industry experience

Distributed power and storage strategy assessment

ADI evaluated distributed power and grid‑edge storage opportunities by linking customer economics, reliability requirements, and technology performance across industrial and field‑based applications. The assessment combined voice‑of‑customer interviews with internal market sizing models to test where storage, power quality, or hybrid solutions materially improve outcomes. Findings differentiated scalable use cases from niche deployments where adoption is […]

Battery recycling market outlook and capacity analysis

ADI built a bottom‑up lithium‑ion battery recycling outlook by modeling installed base growth, chemistry mix, scrap rates, and collection assumptions. Supply availability, black‑mass generation, and refining capacity were stress‑tested against utilization and execution risk. Uncertainty around LFP adoption and recoverable value was explicitly evaluated. The client Energy transition investment platform The situation Recycling economics unclear […]

Lithium-ion battery materials market strategy

ADI evaluated the global lithium-ion battery (LIB) value chain, emphasizing technical and economic requirements for cathodes, anodes, and electrolytes. The analysis contrasts the rapid adoption of LFP chemistries against NCM and emerging sodium-ion alternatives while modeling cost curves across major manufacturing hubs. Operational constraints, including raw material price volatility and grid-scale storage demands, were assessed […]

Opportunity assessment for an energy storage company

ADI developed a comprehensive market strategy for an early-stage energy storage company, helping them identify growth opportunities and strengthen their market position. The client An early-stage company specializing in energy storage solutions. The situation The client needed a comprehensive market strategy to navigate a competitive landscape, identify their most promising growth opportunities, and solidify their […]

A strategic roadmap for EV battery recycling

ADI partnered with a battery recycling innovator to build a strategic go-to-market roadmap. Our work helped them analyze their technology, define their value proposition, and prepare for successful market entry and fundraising. The client We partnered with a battery recycling start-up that was looking to communicate their story for potential investors. The situation The client […]

EVSE market and investment outlook

ADI Analytics conducted a three-week study of the electric vehicle supply equipment (EVSE) market to support a client’s investment planning. The client A firm exploring growth opportunities in the electric vehicle infrastructure space, with a focus on charging equipment, power systems, and associated services. The situation The client needed a forward-looking assessment of EV adoption […]

Circularity strategy for EV batteries

ADI helped a global automotive battery supplier transform their costly EV battery disposal process into a profitable, sustainable business by creating a new battery circularity strategy. The client We partnered with a global automotive battery supplier with their strategy for a rapid transition toward electrified vehicles. The situation The client’s current process for handling old […]

Go-to-market strategy for EV battery recycling

ADI provided a prominent battery recycling company with a strategic plan to enter the EV battery market, including an assessment of business models and detailed financial analysis. The client We partnered with a prominent lead-acid battery recycling company exploring new opportunities in the rapidly growing electric vehicle (EV) battery market. The situation With the EV […]

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