ProductsBuilt by Rizzo

We build. Not just operate.

Running infrastructure across these networks taught us where the gaps are. AlphaRidge is what we built to fill one of them: real-time market intelligence, running on the compute Rizzo already owns.

01 · The product
AlphaRidge
Real-time market intelligence, for every market

AlphaRidge reads the conversation that moves markets, across X, Telegram and dozens of news sources, and scores each post into structured signals before the price reacts. Deep market intelligence across equities, FX, commodities and indices, priced for everyone rather than for trading desks.

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02 · How it works

Noise in. Structure out.

Four stages, each one auditable. The point is not a score you have to trust, it is a reading you can take apart.

1
Read widely
Pulls continuously from social, messaging and news, across X, Telegram and dozens of newswires, where the market actually talks.
2
Extract signals
Each item is scored for sentiment, impact, market outlook and signal quality, turning noise into structured data.
3
Distill
Features roll up per asset into one net reading: the AlphaRidge. High-conviction activity moves it more; thin chatter less.
4
Cross-check
Independent models check each other. Where they disagree, you see it as lower confidence, with no single point of failure.
03 · What ships

Four ways into the same data.

The chart

Price with the reasoning attached. Every move carries the activity that preceded it, so you can see the why rather than infer it afterwards.

The screener

Point it at any market. Filter by sentiment, conviction, signal quality or momentum, across equities, FX, commodities and indices.

Sentiment-turn alerts

Instant notification when the reading on an asset flips direction, rather than a digest that arrives after the move is finished.

Sentinel

A natural-language command center that runs the whole platform in plain English. Ask for what you want instead of learning where it lives.

04 · Why we can build it

It runs on compute we own.

Scoring the whole conversation, continuously, across every market, is an inference bill before it is a product. Most teams building this rent their capacity and price accordingly. Rizzo owns the hardware and has operated it since 2021, which is why AlphaRidge can be priced for people who are not running a desk.

It is also why the architecture is what it is. A network of independent models checks its own work, so no single black box decides the read. Where they disagree, you see lower confidence rather than a confident answer with a hidden dissent behind it.

The short version

  • Owned compute. Bare metal Rizzo has run since 2021, not rented capacity resold at a markup.
  • Cross-checked. Independent models score each other's output; disagreement surfaces as confidence, not as silence.
  • Every market. Equities, FX, commodities and indices, on one reading.
  • Open API. The structured signals are available to build on, not locked inside a dashboard.

AlphaRidge is market intelligence, not financial advice, and nothing it produces is a recommendation to buy or sell any instrument.

Everything we build runs on infrastructure we own.