A 24/7 situational-awareness dashboard over 31 public sources, refreshed every 15 minutes.
Problem
Information about a target is scattered across dozens of public sources, and gathering it by hand is slow.
Founder’s role
Dmitri built the source collection, an entity-link map and change monitoring.
Result
One view gathers public information about a target, each item with its source and timestamp, and flags changes.
Problem
Open-source monitoring is fragmented across APIs, feeds and sites, each with its own format and limits. One unavailable source should not stop the whole workflow.
Solution
31 independent source adapters run concurrently (Promise.allSettled), each with its own timeout, retry and cache. Every sweep is stored with a timestamp and changes reach the browser over SSE.
Result
Geopolitics, aviation, maritime, cyber, natural hazards, markets and macro sit in one operator view; a single source failure stays visible but never interrupts the rest.
