Published:
Extract from article by Joseph Byrum featured on Forbes Technology Council
AI systems often fail to recognize well-established companies while lesser-known competitors are familiar to them. The article presents entity engineering, the structured building of a company’s machine-readable identity, as a strategic asset that current accounting frameworks do not capture.
Read the full article on Forbes: AI Has Never Heard Of Your Company: The Asset Class Your Accounting Framework Cannot See

Joseph Byrum is an accomplished executive leader, innovator, and cross-domain strategist with a proven track record of success across multiple industries.
