Presentation by Kripa Rajshekhar for DARPA's PPAML'17 workshop in Washington D.C. It outlines the importance of AI in the area of investor diligence, using an equity valuation case study. Kripa is the founder of Metonymy Labs, one of the few commercial firms that have decided to double-down on Third Wave Artificial Intelligence. With the right interdisciplinary expertise and a proprietary natural language processing (NLP) enabled tool-kit, Metolabs is the first-mover in AI augmented diligence (#ADAI). Looking ahead, we believe #ADAI is essential for the coming investment regime where the sources of risk and value are almost entirely intangible, invisible and harder to quantify (85% of the market value in the S&P 500 index is classified as intangible today).