Slow Detection of Emerging Threats
Traditional monitoring tools rely on keyword tracking or human curation, making them reactive rather than proactive.
Impact: Critical signals are missed, delaying response and eroding trust.
Fragmented Media Ecosystem
News, videos, and social discourse are spread across multiple platforms, languages, and formats — from obscure local portals to reels.
Impact: Decision-makers lack a unified view, leading to blind spots.
Missed Patterns in Coordinated Activity
Manual or basic analytics fail to recognize patterns in coordinated content pushes, bot activity, or agenda-driven narratives.
Impact: Decision-makers remain exposed to manipulation at scale.