Detect emergent business signals fast — aggregate 1,800+ signals/day

Detect emergent business signals fast — aggregate 1,800+ signals/day targets a $40.0B = 1,000,000 companies x $40K ACV (global annual spend on intelligence, data subscriptions, and analyst services) total addressable market with medium saturation and a year-over-year growth rate of 15-25% annual growth in market intelligence and analytics spend.

Key trends driving demand: Real-time decision making -- Companies need faster signals for product, M&A and competitive response cycles.; AI-driven synthesis -- LLMs and transformer models enable summarization and causality-inference from noisy text streams.; Social-data legitimacy -- Professional teams increasingly trust signals from developer and hobbyist communities (Reddit/HN) as leading indicators.; Data-first strategies -- Firms are investing in data moats and event monitoring rather than one-off reports..