Ripple — News × Ownership
English · KFTC 2026 · illustrative impact

One headline, many stocks.

In a Korean chaebol, companies own one another in long chains. So a single piece of news rarely moves just one stock — it ripples through the ownership graph to others you might hold without realizing they are linked. Ripple maps that ripple, straight from real KFTC filings, five different ways.

When SK hynix jumps on AI-memory demand, the move ripples up its ownership stack to two other listed stocks that rise and fall with a chip they don’t make.

Explore the structure

Five ways to see the same ripple move through a group.

Network

Contagion graph

Watch a headline pulse from its company and ripple along ownership edges to every exposed stock in the group.

Open the graph →
Terminal

Newsroom

A three-column desk: pick a headline to rank the stocks it moves, or pick a stock to see the news that moves it — with the chain between.

Open the desk →
Impact map

Blast radius

Put a news event at the epicenter and watch its blast spread outward, ring by ownership ring, to the stocks it reaches.

See the blast →
Flow

Exposure flow

A Sankey from news to companies to stocks — the width of each ribbon is how much exposure flows down the chain.

Trace the flow →
Dashboard

Pulse board

A heat grid of stocks × headlines — scan at a glance which stocks light up for every recent event, and sort by exposure.

Scan the board →

Analyze your exposure

Three tools that turn the structure into numbers — personal, dynamic, and macro.

Personal

Portfolio X-Ray

Enter what you hold and see your hidden exposure — which families you really bet on, and the news that moves your basket.

Scan a basket →
Simulation

Shock simulator

Drop any stock by any amount and watch the hit ripple through the real stakes to every connected company — and the chairman.

Run a shock →
Macro

Market map

The whole chaebol universe on one screen — tiles sized by how much each controls. Scrub the news and watch the heat spread.

Open the map →

Preview: the AWS experience

What live Neptune + Bedrock would add — simulated here over the real graph. Illustrative, not a live system.

Agentic AI

Ask the graph

Ask in plain English — a simulated Bedrock agent answers with the real exposure numbers and shows its work.

Ask a question →
Graph DB

Query console

See the openCypher Neptune would run — and the real results it returns from the ownership graph.

Run a query →
Compare

Chatbot → Agentic

The same question answered three ways, so you can see what the full agent stack adds over a plain chatbot.

Compare →
Live

Live feed

Watch news stream in and light up exposed stocks in real time — a preview of live ingestion.

Watch it live →

How to read it

Real ownership

Every link and stake is a real KFTC 2026 filing — the same data behind our Decoded primer and ownership map.

Tagged news

Each headline summarizes a real, widely-reported development and is tagged to the listed companies it concerns.

Exposure = stacked stakes

A stock’s exposure to an event is the product of the ownership stakes along the chain that links them — the cash-flow channel.

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