Financial models & valuation
Examine the data, assumptions, methodology and calculations behind a valuation or financial opinion. Assess how alternative assumptions change the conclusion.
Expert testimony
Expert witness consulting, reports and testimony on AI-assisted financial decisions, models, valuation and quantitative risk. Technical depth paired with an explanation a non-specialist can follow.
Explore the scopeExamine the data, assumptions, methodology and calculations behind a valuation or financial opinion. Assess how alternative assumptions change the conclusion.
Analyze the economics of loan portfolios, mortgage assets, servicing rights, structured products and derivatives. Connect model mechanics to the underlying contracts and cash flows.
Evaluate the role of models and agentic systems in a disputed financial process: what information they used, how decisions were reached, and what the evidence supports.
Prepare analytical reports, assess opposing analyses and explain technical findings in testimony. Engagements begin with a conflicts review and an assessment of subject-matter fit, scope and timing.
A documented analytical record: sources, calculations, material assumptions, sensitivity analysis and conclusions explained in plain language.