Outbreak Sentinel reads the verified patient voice across 26 languages and 144 countries to surface respiratory-outbreak signals 1 to 6 weeks ahead of traditional surveillance.
Verified patient conversation about influenza-like illness, COVID-19 and RSV symptoms rises before clinic visits, before lab confirmations, before official case counts.
Every signal is traced to a verified patient utterance, deduplicated, and noise-controlled. Engagement-bait and bot traffic are filtered out at the boundary.
Geo-resolved at country and sub-country level. Novel symptom clusters and unusual co-occurrences are flagged for medical review.
Briefings are routed to the team that can act: medical affairs, supply chain, market access, government affairs, or commercial.
Vaccine and antiviral portfolios, OTC respiratory franchises, and global-health teams use Outbreak Sentinel as a continuous early-warning layer.