New Constructs leverages the latest in machine learning to analyze structured and unstructured financial data with unrivaled speed and accuracy. The firm’s forensic accounting experts work alongside engineers to develop proprietary NLP libraries and financial models based on the best fundamental data in the business for stocks, ETFs and mutual funds. Clients include many of the top hedge funds, mutual funds and wealth management firms. Partnerships with Thomson Reuters, Scottrade, Interactive Brokers and Ernst & Young provide leveraged distribution into multiple markets. David Trainer, the firm’s CEO, is regularly featured in Barron’s, Marketwatch.com, The Wall Street Journal and on CNBC as a thought leader on earnings quality, valuation and investment strategy.