Solution
For risk, strategy, and research teams watching markets at scale: the material events pulled out of millions of daily publications, each one traced to a verified source.
The problem
Millions of articles, posts, and filings publish daily. The material events are in there — buried well past any team's reading capacity.
Boolean monitoring floods teams with false positives until they stop opening the alerts. The one that mattered arrives in the same inbox.
Risk, strategy, and communications track the same event through different feeds and end up acting on three different sets of facts.
The product, not a promise
How it works
Agents watch premium feeds, the open web, filings, and social channels continuously.
Duplicate stories collapse into one event; entities are matched to the companies and assets you actually track.
Semantic models judge what an event means and score its materiality — not just whether a keyword appeared.
Reputable sources are separated from unverified rumors before a signal reaches the stream.
Confirmed events trigger downstream work: a risk review, an updated model, a drafted briefing note.
Who it's for
Risk analyst
Head of strategy / CRO
Compliance / IT
Market monitoring breaks at scale. Millions of articles, posts, and releases publish daily; the material events hide inside them; and by the time an analyst has read a headline, checked the source, and found the right person to tell, the window to act has often closed.
The hub works on what an event means. Agents ingest from premium feeds, the open web, filings, and social channels, deduplicate the noise, resolve entities, and classify each event — an acquisition, a leadership change, a supply disruption, a regulatory shift. Every signal is scored for materiality and linked to the specific things you track: your suppliers, your borrowers, your investments, your competitors. Coverage spans more than 100 languages with instant translation, so a regional story reaches you without a regional analyst. Routine press releases stay quiet; strategic pivots get through.
When the hub confirms a relevant event, it can trigger the work that follows: open a risk assessment on the affected vendor, update a forecast input, draft the briefing note for leadership. Triggers are configured in a few clicks — no code involved.
Every insight carries its source, and reputable outlets are distinguished from unverified rumors before anything is flagged. Risk, strategy, and communications teams work from the same event stream and the same facts, which prevents the familiar failure of three departments reacting to three different versions of the same story. When someone asks why an alert fired — or why it stayed quiet — the answer is the source article, the classification, and the rule that matched, all on record.
Objections, answered
Classification runs on meaning, then scores materiality against the entities you track: an acquisition, a leadership change, a supply disruption. Duplicates collapse into one event and routine press releases stay quiet, so what reaches you is short enough to actually read.
Yes. Materiality is scored against the companies, assets, and themes you register, and triggers — M&A activity, leadership changes, supply disruptions — are configured in a few clicks without writing code.
The answer is on record: the source article, the classification, the materiality score, and the rule that matched. Reputable outlets are distinguished from unverified rumors before anything is flagged, and held-back items are logged too.
Days. Name the entities and themes you track, connect your feeds, and calibrate materiality against the live stream in the first week — no taxonomy project required up front.
Watch the hub pull the material events out of a live day of noise in the demo.
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