NL Analytics Information

NL Analytics provides firm-level, country-level, and sector-level insights into risks, opportunities, and costs discussed since 2002 during quarterly earnings calls at over 14,000 publicly traded companies from 82 countries. We provide actionable insights at scale: - Risk Analysis — Measure how much risk managers and investors associate with a given topic. Analyze contagion, transmission of risk during crises. - Exposure — Identify which firms/countries/sectors talk most about a given topic. - Sentiment Analysis — Identify which firms expect to win or lose from a given shock, trend, or policy. NL analytics uses AI and cutting-edge peer-reviewed academic research published in National Bureau of Economic Research and The Quarterly Journal of Economics with over 1,000 citations, including: - Firm-level Political Risk: Measurement and Effects (TA Hassan, S Hollander, L Van Lent, A Tahoun, 2019) - Firm-level exposure to Epidemic Diseases (TA Hassan, S Hollander, L Van Lent, M Schwedeler, A Tahoun, 2020) - The Global Impact of Brexit Uncertainty (TA Hassan, S Hollander, L Van Lent, A Tahoun, 2020) - Sources and Transmission of Country Risk (TA Hassan, J Schreger, M Schwedeler, A Tahoun, 2021) Among our early customers are central banks from the US and Europe and a top-3 US consulting firm.