The core pain point is alert fatigue and strategic paralysis. Marketing, sales, and product teams are bombarded with competitive intelligence from dozens of sources—news alerts, social listening, pricing scrapers, and win/loss reports. Manually sifting this data to decide what matters and what to do is slow, subjective, and often leads to wasted effort on low-impact reactions while high-value threats go unaddressed. This delay erodes margins and cedes advantage.













