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UPSTREAM EP ADVISORS
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When AI Challenges the Engineer: From Deterministic Screening to Smarter Acquisition Decisions
Should a buyer commit the full acquisition price before reducing geological uncertainty?
introducing Real Option Valuation to evaluate staged investment, appraisal strategies, and capital-at-risk under geological uncertainty.
exploring optimized acquisition structures that combine Decision Tree Analysis, contingent bids, staged capital commitments, and negotiated purchase prices designed to better allocate uncertainty between buyer and seller.
Tariq Siddiqui,
Jul 234 min read


Why CCS Projects Struggle Long Before Final Investment Decision?
For investors, developers, and project sponsors, the question is simple:
How do we identify the most promising opportunities before spending millions of dollars on detailed studies, permitting, and engineering?
This challenge led to the development of Stratacore™, an AI-assisted CCS Opportunity Screening & Development Advisory Platform.
Tariq Siddiqui,
Jun 32 min read
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