Technology scale-up and commercialization

Accelerating commercialization from pilot to production across oil & gas, energy, and chemicals

Bringing novel industrial innovations and breakthrough technologies to commercial market reality requires balancing engineering complexity with economic viability. ADI Analytics supports startups, established operators, and private investors in scaling complex process technologies across oil & gas, energy, and chemicals. We combine deep domain expertise across fuels, power, chemicals, materials, and industrials with asset-level data to accelerate development timelines and maximize capital efficiency.

Validate commercial viability. Deploy sophisticated techno-economic models to accurately evaluate capital intensity, projected operating expenses, and overall scale-up economics before moving to larger demonstration phases.

Optimize physical development. Guide the complex engineering transition from bench-scale to full industrial deployment through structured pilot design parameters that evaluate feedstock variations and equipment constraints.

Secure successful market entry. Formulate data-driven commercialization planning paired with robust operational risk mitigation strategies to satisfy institutional investors, navigate regulatory compliance, and ensure project bankability.

Experience

Catalysts and process technology intelligence

ADI provided ongoing market intelligence on catalyst innovations and licensing trends across the petrochemical value chain. The analysis focused on technology scale-up for sustainable aviation fuels (SAF), renewable diesel, and advanced plastics recycling. Strategic risks, including the impact of IMO 2020 on refinery configurations and the growth of crude-to-chemicals (COTC) projects, were evaluated. The client […]

Client Results
There’s a lot of folks out there that can give you generalized information, but when it comes down to finding that real fit for a technology view… it’s been a great success working with ADI.
Johanna Schmidtke Investment Director, Saudi Aramco Energy Ventures
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Newsletter: Data center power, ammonia, and biofuel mandates

In the June 2026 edition, AI-driven demand is surging, but constraints in grid capacity, permitting, and equipment supply are reshaping how and where data centers expand. Developers are increasingly embedding power considerations into site selection, shifting toward distributed infrastructure models and prioritizing regions with faster, more reliable access to electricity. As power availability becomes a […]

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The growing challenge of industrial R&D

For much of the 20th century, R&D was viewed as a long-term investment in scientific discovery, often insulated from day-to-day operational pressures. Success was measured in patents, breakthrough technologies, and the promise of future growth. Today, that view no longer holds. Across energy, chemicals, and broader industrial sectors, R&D has been reshaped by a combination […]

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IMO’s safety guidelines pave the way for ammonia-fueled ships

Ammonia has increasingly emerged as a potential low-carbon marine fuel to support decarbonization in the maritime sector due to its carbon-free combustion profile. However, compared to methanol, ammonia has lagged behind in commercial adoption as a low-carbon marine fuel. This is primarily due to its toxicity, which requires more complex storage and handling systems, as […]