Knovolo Core Capabilities
Our platform continuously ingests, contextualises, and structures global events – making the world queryable where information is fragmented, contested, or rapidly evolving.
Event Contextualisation
Every event surfaces with the context it belongs to: historical baselines, actor relationships, commodity linkages, and its place within broader developments.
Temporal Resolution
Signal developments and broader conflict progressions are tracked across structured timelines – from first observation to verified reporting, continuously updated as new sources emerge.
Plausibility Scoring
Geo-located events are assigned a continuously updated plausibility score – combining geospatial priors, temporal context, and weighted multi-source evidence. Scoring logic is deterministic and auditable, not editorial.
Where information is fragmented, contested, and rapidly evolving, Knovolo gives analysts a single, structured, continuously updated view of the world.
Data Sources
Knovolo ingests and processes signals from a continuously expanding set of heterogeneous public sources – curated, monitored, and structured for analytical use.
Event signals derived from continuously ingested public sources – the observable surface of the world as it unfolds.
Bluesky
Decentralised social feed providing on-the-ground signals ahead of mainstream reporting.
GDELT
Global event database monitoring broadcast, print, and web news in over 100 languages.
RSS/Atom Feeds
Continuously monitored feeds from curated news outlets worldwide, with source attribution and publication timestamps.
198 Event Categories • 3 Knowledge Layers • Global multilingual Coverage
How it works
Knovolo is built on a three-layer pipeline – from heterogeneous signal ingestion to structured, queryable intelligence.