Digging through SEC filings, investor relations sites, and other sources to pull historical data for model building can take days. This time-consuming process detracts from higher-value activities like strategic thinking, competitive analysis, and crafting insightful investment recommendations. This is an inefficiency we have all seen as equity research analysts.