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Multi-Agent Trading Intelligence · ARVK Labs

RICH

Real-time Intelligence for Capital & Holdings

A team of specialist AI agents debate every move — then hand you one clear, evidence-backed view.

6
Specialist agents
Live
Market data feed
1
Synthesised verdict
24/7
Always watching
See it think

Watch the agents debate a ticker

Pick a symbol and run the room. Each agent argues its case in real time, then RICH synthesises a single view with a confidence score.

RICH · Agent Debate Room
Pick a ticker and press Run the debate to watch the agents weigh in.
RICH synthesised verdict
Awaiting the debate…
Confidence
⚠️ Illustrative simulation for demonstration only — not financial advice and not live market data.
The Roster

Six minds, one conclusion

RICH isn't a single black-box model. It's a structured debate between specialists with opposing mandates — so blind spots get challenged before you ever see the answer.

BU

The Bull

Builds the strongest case to buy — momentum, catalysts, upside.

BE

The Bear

Argues the downside — valuation, headwinds, what could break.

QT

The Quant

Runs the numbers — technicals, factors, statistical signals.

MA

The Macro

Zooms out — rates, sector rotation, the broader regime.

RK

The Risk Officer

Stress-tests the trade — drawdown, correlation, position sizing.

RC

RICH

The chair — weighs every voice into one clear, scored verdict.

Capabilities

Built like a research desk, not a chatbot

Everything an analyst needs to go from a ticker to a defensible view — in one workspace.

Multi-Agent Debate

Specialist agents with opposing mandates argue each thesis, surfacing the counter-arguments a single model would miss.

Real-Time Market Data

Live prices, fundamentals and news via the EODHD feed — every view grounded in current numbers, not stale snapshots.

LangGraph Orchestration

A directed graph routes the conversation between agents, tools and memory — reliable, inspectable, and easy to extend.

Chart Intelligence

Agents read the chart — trend, support/resistance, patterns — and explain what they see in plain language.

Scenario Modelling

Ask "what if rates hold?" or "what if earnings miss?" and watch the verdict shift across scenarios side by side.

Voice Assistant

Ask out loud and hear the verdict back — hands-free research while you watch the tape.

Portfolio Overview

A unified dashboard of holdings, exposure and the agents' standing view on every position you track.

Modular Architecture

Built as composable microservices — swap data sources, add agents, or plug RICH into your own stack.

Polished, Fast UI

A glassmorphic, animated interface that feels like a premium terminal — built for analysts who live in it all day.

Now in private beta

Stop guessing. Start deliberating.

Request access to the RICH beta, or talk to us about a private deployment for your desk.

Get in touch

Send us a message — we'll reply to your email.

Or email support@arvklabs.com