Research infrastructure for analysts
Alpha Live since April 20, 2026

The world's entities, interactions, relationships,
indexed for unprecedented research freedom.

NewsDesk structures the news into events, entities, relationships, and actions — then lets you query across them. Trace exposure, find hidden connections, surface patterns before they move markets.

3M
Articles processed daily
160+
Languages tracked
500K
Entities tracked
5M
Relationships tracked
Request Access Dashboard

We index the world on interactions,
and our Agent can help you navigate them.

NewsDesk doesn't index news. It structures it — then exposes primitives that let you traverse the graph of news-derived events and relationships.

01  ·  StreetQuery
Query by
abstract structure.

Describe a pattern — not a name. NewsDesk finds every entity in the world matching that structural description. Valuation filters, event history filters, relationship filters, all composable.

StreetQuery
Results are fake data, for illustrative purposes only
Find all CEOs of public companies (val > $1B, positive YTD) whose [children OR they] married within the last 12 months, where the new partner is within 1 family link of any head of a government agency in [India, Pakistan, Bangladesh].
3 entities matched  ·  0.4s
01 Rajiv Mehra CEO, Apex Capital daughter married 2024-11 Priya Sharma father: Dir., Ministry of Finance (India) Match
02 Daniel Vo CEO, Meridian Holdings son married 2025-02 Aisha Rahman uncle: Jt. Sec., Dhaka Min. of Commerce Match
03 Sunita Patel CEO, Stratum Group married 2024-08 Omar Khan brother: Addl. Sec., SECP Pakistan Match
02  ·  Relationship Time-series
Track relationships,
see how they evolve in time.

Between any two entities, we record every action, statement, transaction, and event — typed and scored. You can answer questions no terminal can touch.

Relationship Time-series
Results are fake data, for illustrative purposes only
What events affected [Modi] and [Adani] alignment in 2026
03  ·  Pathfinding
Trace any chain.
Uncover unobvious exposure.

Find every chain connecting two entities, then filter by interaction type, sentiment, recency, geography, and role. See not just whether X and Y are connected, but how exposure travels through suppliers, investors, governments, executives, intermediaries, and events.

Pathfinding
Results are fake data, for illustrative purposes only
Find path from [Alisher Usmanov] to [Edizione]ownership and trust structures only, alignment ≥ 0.85

Navigate research with our Agent.

An agent with full access to the graph and the query primitives — entity lookup, pathfinding, StreetQuery, relationship traversal — so analysts get answers in plain English instead of composing each query by hand.

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Claude
What connects Apex Capital to the Indian Ministry of Finance? Family or education ties only, high confidence.
newsdesk_pathfind
from"org___Apex_Capital"
to"govactor___Min_Finance_India"
rel_types["family", "education"]
max_hops3
min_alignment0.85
2 paths · 0.6s
R. MehraP. SharmaA. Sharma (Min. Finance)0.94
D. VoAisha RahmanI. Chowdhury (Joint Sec.)0.88
Found 2 high-confidence paths via family ties:

Rajiv Mehra (CEO, Apex Capital) → daughter married Priya Sharma → her father is Additional Secretary, Ministry of Finance India. Confidence: 0.94.

A second path runs through Daniel Vo with confidence 0.88.
Eight interfaces
01
Event Feeds
Event streams filtered by entity, topic, or geography — updated continuously.
02
Notifications
Alerts triggered when any entity, relationship, or event pattern matches your criteria.
03
StreetQuery
Conditional graph queries with placeholders returning all matching subgraphs.
04
API + MCP
REST endpoints and MCP server (beta). Build integrations or pipe into your stack.
05
Entity Profiles
All events, relationships, and actions for any entity, built automatically.
06
Search
Filter across events, entities, and relationships by type, date, sentiment, or participant.
07
Pathfinding
Every chain of relationships between two entities, filtered to your criteria.
08
Relationship Browser
Select entities, expand nodes, traverse real relationships visually.

The same data,
programmatically.

Every object in NewsDesk is accessible via authenticated REST. Build portfolio monitoring tools, integrate intelligence into your workflow, or feed structured news data into your own models. MCP server in beta — use it from any AI agent.

View API docs
// GET /v1/pathfind · 3 paths · 0.6s [ { "chain": ["R. Mehra", "P. Sharma", "A. Sharma (Min. Finance)"], "rel_types": ["family", "professional"], "confidence": 0.94 }, { "chain": ["D. Vo", "Aisha Rahman", "I. Chowdhury (Jt. Sec.)"], "rel_types": ["family"], "confidence": 0.88 } ]

Your agents,
our data.

Our MCP server exposes every NewsDesk capability as a callable tool — entity lookup, relationship traversal, pathfinding, StreetQuery, event feeds. Any agent that speaks MCP can use it directly. No custom integration required.

Works with Claude, GPT, Gemini, Kimi, and any other LLM with tool-use support.

View MCP docs
// .mcp.json — drop this in your project root { "mcpServers": { "newsdesk": { "type": "http", "url": "https://app.newsdesk.dev/mcp" } } }

Three disciplines.
One infrastructure.

Trusted by traders, analysts, and risk teams across buy-side and sell-side. The same structured data that powers our UI is available via API and MCP.

Hedge Funds & Trading Desks
Financial Intelligence
Buy-side · Prop · Multi-strat

Track sentiment shifts around public companies before they surface in filings. Trace indirect exposure through ownership and relationship chains. Detect competitive moves the moment they appear in the news.

Geopolitical Analysts
Geopolitical Analysis
Government · Think Tank · Risk

Map state actors and trace how influence propagates across borders through business, family, and institutional ties. Detect structural patterns across regions — before they become headlines.

Risk & Compliance
Due Diligence
Banks · Brokerages · Legal

Build complete entity histories automatically. Surface connections to sanctioned parties through shell companies and intermediaries — the kind of exposure that doesn't show up in a name check.

Start using NewsDesk.

Currently in alpha. Reviewing access requests from hedge funds, trading desks, risk teams, and research firms.

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