Problems
What will AGI do for Incorporate Market Trend Data?
Analysts and corporate strategists consume a massive volume of unstructured external data, including news reports, sentiment shifts, competitor pricing updates, and macroeconomic indicators, to adjust internal models. The problem lies in translating these qualitative or semi-structured signals into deterministic variables that forecasting and pricing systems can actually use. Teams spend the majority of their time manually extracting relevant data points from PDF reports, web scrapes, and niche industry feeds rather than acting on the information.