How Atri traces a shock inward

From a filing on a public register to a warning that reaches your business — and why silence is the default.

1. Ingest. News, company filings and government feeds are pulled on a schedule, deduplicated by headline and by URL, and stored. A source that fails is skipped quietly rather than taking the run down with it.
2. Detect the event. Each item is read for what actually happened — the type of event, a short summary, how urgent it is, and how confident the classification is.
3. Resolve the entities. Names in the story are matched to real companies and people on public registers. A hard identifier wins outright; an ambiguous name is left unresolved rather than guessed.
4. Trace the cascade. The chain is followed outward step by step — what this causes, and what that causes in turn — with each step stated separately so you can see where the reasoning thins out.
5. Score the impact. A deterministic calculation blends company financial health, the macro picture and structural signals into a single 0-100 figure, so two stories can be compared on the same scale.
6. Check it reaches you. A finding is surfaced only when the chain reaches something you have actually put on your watchlist. If it does not reach you, Atri stays silent.
7. Show the evidence. Every claim carries its source, its evidence strength and a link to the original record, so you can check the reasoning rather than take it on trust.
8. Track what happened. Calls are recorded with their dates and outcomes — hits, misses and still-pending alike — so the record can be checked rather than asserted.