The Executive American

Ai Valuation

2 articles

Editorial illustration for Valuing AI-Heavy Companies: A Premium-and-Discount Framework for Adapting Traditional Models
Markets

Valuing AI-Heavy Companies: A Premium-and-Discount Framework for Adapting Traditional Models

Traditional valuation models require deliberate adjustment for AI-intensive companies by incorporating AI-specific value drivers and risk factors into cash flow projections and discount rates. This framework helps investors systematically assess premiums and discounts for AI-driven advantages and potential obsolescence.

Alex Petrenko·October 19, 2026
Editorial illustration for Beyond P/E: How to Value High-Growth SaaS and AI Companies
Markets

Beyond P/E: How to Value High-Growth SaaS and AI Companies

High-growth SaaS and AI companies require valuation methods beyond traditional P/E ratios, focusing on metrics like ARR multiples, EV/EBITDA, and LTV/CAC. The depth of AI integration is a critical factor in determining premium valuations in today's market.

Samuel Holloway·October 17, 2026