Deal Flow Faster: How AI and Deep Industry Knowledge Are Changing Clean Energy Finance | Richard Deming

As part of New York Energy Innovation 2026, Richard Deming, Founder and CEO of CEART Corp, joins Henning Stein, Partner at 1BusinessWorld, to examine why clean energy projects continue to face lengthy and expensive diligence processes even when capital and market interest are available. Drawing on approximately 25 years in renewable-energy development, Deming explains that project finance depends on more than promising technology. Revenue, offtake, permits, site control, engineering, construction, operations, counterparties, and contractual obligations must form one coherent and financeable structure.

The discussion examines how artificial intelligence can reduce transaction friction without replacing the judgment of lawyers, engineers, consultants, developers, lenders, and investors. Deming distinguishes a domain-specific diligence system from the direct use of a general-purpose language model. A model can summarize documents, but reliable underwriting requires an understanding of which evidence should exist, how project stage changes the diligence standard, how documents and obligations connect, and which gaps are material to financial close. CEART addresses this challenge by transforming unstructured data rooms into structured project data and a context graph before applying approximately 900 questions derived from established professional diligence practices.

The resulting analysis produces an overall and component-level view of project readiness, allowing participants to distinguish strong offtake from weak construction preparation, credible site control from incomplete revenue support, and documentation gaps from more fundamental economic or execution risks. Deming also explains how specialized documents, anonymized benchmarks, security controls, and deep industry experience create intelligence that cannot be reproduced through access to the same frontier model alone. The session presents faster deal flow not as reduced diligence, but as earlier clarity that helps developers focus on the work required for financial readiness and allows capital providers to evaluate projects with greater consistency.