How Excalium filters the noise.
Excalium watches primary sources in real time, uses AI to keep only what's material, and tags every story so you can act on it. Here's exactly what happens between news breaking and an alert reaching you.
Read the primary sources
We poll first-party feeds continuously — SEC EDGAR filings (8-Ks), company and research-lab blogs, financial wires and major news, and the tech press. We go to where news breaks, not to rewritten aggregator copy.
Keep only what's material
An AI layer reads each item and judges whether it actually matters. Routine, procedural and immaterial items are dropped. What survives gets a one-line “what happened” written in plain English.
Tag the company, ticker & event
Every story is resolved to the company and ticker it affects and labelled by event type — earnings, M&A, funding, legal, leadership, guidance and more — and near-duplicate reports of the same event are collapsed, so you can filter the feed to exactly what you care about.
Surface what's yours PRO
Add your holdings and Excalium matches each event to the stocks you own, calls it a tailwind or headwind with the reasoning, and pushes it to your Telegram the moment it lands.
Where the news comes from
A few of the primary sources Excalium reads. The feed favours first-party filings and announcements over second-hand summaries.
What Excalium is — and isn't
Straight about the limits, so you know exactly what you're reading.
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Informational only
Excalium is not financial advice and not a trading tool. It surfaces and explains news — the decisions are yours. Always do your own research.
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AI isn't perfect
The model can occasionally misclassify a story, miss one, or over- or understate how much it matters. Every card links to the original source — verify before you act.
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Timing & data
Prices and some feeds may be delayed, and alert speed depends on when a source actually publishes. Excalium is fast, not a market data terminal.
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Coverage
The focus is material, market-moving events — with especially deep coverage of tech — rather than every headline ever written.
Frequently asked
- What sources does Excalium read?
- Primary-source wires first — SEC EDGAR filings (8-Ks, earnings exhibits), company and research-lab blogs, and curated Google News verticals across business, tech and finance. The goal is to catch the story at the source, not three hours later in an aggregator.
- How does Excalium decide a story is material?
- Every surviving item is passed through an LLM classification step that asks whether the event actually matters to investors and tags it with the themes, company and event type behind it. Routine, non-material filings (for example, exhibit-only 8-Ks) are dropped before they ever reach the feed.
- How are the ticker and company for each story chosen?
- The classifier resolves each story to the company it's about and the ticker that company trades under, including second-order names — a story that doesn't mention your holding by name but moves what it sells or buys.
- How fast does a story show up?
- The poller checks its sources roughly every minute, so material filings and headlines typically appear within minutes of publication rather than after the next news cycle.
- Do I need an account to read the feed?
- No. The live public feed is free and always will be. An account (free, via Google sign-in) lets you add your holdings and run more AI deep-dives; Pro unlocks personal portfolio signals and instant Telegram alerts.
- Is any of this financial advice?
- No. Excalium is an informational news tool. It surfaces and explains events; it does not tell you what to buy or sell, and nothing in the feed is a recommendation.