Data
The world’s conversation now lives on beyond web search
It happens in posts, channels and communities that search never indexes. Elfa captures it as it unfolds and turns it into structured, linked data your agent can use.
The world events move in organised fluidity
Markets have always moved on information. What’s changed is where it starts: the first signs now show up in posts, conversations and communities, long before a newswire, a filing or the price.
But speed brings noise. Elfa distills it into entities and events: every company, asset, person and market, and everything that happens to them, connected as they unfold so agents see what’s happening and why it matters.
Events
- News Events55K+
- Financials & Filings67K+
- Product launches, Campaign43K+
- Price, Liquidations, Filings38K+
- Audio5K+
Entities
- People53K+
- Projects25K+
- Companies20K+
- Organisations18K+
- Assets59K+
From ingestion to verification
- <7 secs
People, companies & organisations indexed
- 4.2M
Markets tracked across equities, commodities & crypto
- 100K+
Market events surfaced every day
- 8K+
Events and entities linked in real-time, from the people & events that matter down to the smallest voices.
Full provenance.
Retrieval. Our Retrieval System model monitors, dedupes and filters across multiple platforms in real-time.
Extraction. The harness and tool calls come wired into the full knowledge stack, running live the moment you connect.
Screener. An always-on monitoring engine, ensuring agents act only when it matters.
Insertion. Approved candidate gets added into the context graph alongside other canonical entities.
Linkage. Across entities, the context graph connects the dots and enriches the data with relationship resolution & events.
Handover. All relevant information and parties are handed over to agents for evaluation.
Every event, one clean record
Each event arrives typed, linked to its entities and storyline, and traced to the sources behind it. Coverage spans the fastest sources across socials through the API, MCP or SDK.
{
"event_type": "macro",
"title": "IEA: EU gas storage could fall below 10%",
"analyzed_at": "2026-11-03T14:11Z",
"storyline": "Hormuz LNG disruption",
"entities": ["IEA", "European Union", "LNG"],
"evidence_strength": "strong",
"novelty": "new",
"time_sensitivity": "days",
"cited_sources": 3
}What your agent gets with Elfa context
Built for global markets
Sources are selected and weighted for what moves price: the accounts & channels that break news first. Your agent starts on finance ground, not the open web.
Relationships resolved
Events and entities are linked as they arrive, so a mention resolves to the token, the fund, and the counterparties behind it. Your agent inherits the connections instead of rebuilding them every query.
Production-grade trust
Every data point carries its origin and the second it landed, so you can replay any answer back to the moment it was true. That's what a risk review or a postmortem asks for.
More signal per token
Retrieval returns resolved context, not raw pages. You spend fewer tokens per query and leave your agent less room to guess where the data thins out.
what are crypto natives talking about most right now
Hyperliquid at all-time highs. HYPE is the dominant CT story. It hit an ATH of $97.81 on September 23 and is trading around $96. The fuel is a stack of headlines: Kraken's parent Payward planning US onchain perps, Lion Group disclosing a major HYPE treasury position, and BitMEX shutting down, which people expect to push traders toward venues like Hyperliquid. It's also shipping steadily, with portfolio margin, manual borrows, and trailing stops recently going live. The counter-narrative is regulatory: CME and ICE have reportedly warned the CFTC and Congress that Hyperliquid could enable manipulation and sanctions evasion.
Perp DEX airdrop season. Tied to the above, Variational's tokenomics drop yesterday has points farmers running valuation math, and the broader "which perp DEX is next" debate is live. The Robinhood engineers' insider trading case, where they allegedly traded Hyperliquid perps ahead of confidential listings, added a darker angle to the same conversation.
Zcash and the privacy trade. ZEC hitting new highs has sparked a real fight over whether $ZEC should be governed more like Bitcoin or like a company. Arthur Hayes has also been pushing the Zcash bull case as the privacy narrative heats up.
Macro and regulation hangover. Last week was rough on paper. The Fed hiked 25bps to 3.75% to 4%, its first hike since 2023, with 16 of 18 officials projecting at least one more this year. The CLARITY Act failed cloture 50 to 49, short of the 60 needed. What people keep pointing out is how little BTC cared: it dipped to around $75,000 and then rebounded above $81,000 by the weekend. "Bitcoin shrugged off two objectively bad headlines" is itself a talking point.
Tokenization and stablecoin rails. Quieter but important: the SEC granted five years of conditional relief for platforms trading tokenized US stocks, and Circle launched the Arc mainnet with USDC gas and support for 22 fiat stablecoins.
One caveat: this is stitched together from news and aggregator coverage, which lags what's actually moving in Telegram groups and group chats by a bit. If you want the real-time social signal, that's more of a job for sentiment tooling than a web search.
The loudest crypto-native conversation is security risk: Bitget’s reported $351.6M wallet breach and the KelpDAO–LayerZero lawsuit. In the market chatter, traders are also focused on tokenized finance, XPL’s unlock-driven volatility, and speculative Robinhood-chain memes.
