FVC2416. General Valuation Techniques Utilizing AI: Valuation Model Selection; Data Sourcing and Cleansing

This presentation will cover advanced techniques related to the valuation of private assets, specifically equity in private companies that are venture capital- or private equity-backed. It will describe several strategies to price illiquid assets when no recent observable transaction prices are available. 

Topics covered include the following:

• Business use cases for utilizing technology in the valuation of private assets
• Data strategy for pricing of private company valuations
• Using AI technology to enhance traditional methodologies to provide real-time private company valuations
• Overcoming current limitations to the use of AI
• Creating an audit trail
• Use of attribution of factors that influence the change in value
• Confidence intervals in AI-generated valuations

Learning Objectives:

• Identify appropriate strategies for valuing illiquid assets.
• Identify relevant technologies and data strategies when valuing private companies.
• Determine when AI may assist with the valuation process.