Madrid experimental AI lab

Market intelligence
under experiment.

A small Madrid lab shipping AI experiments into financial products. Argux is the first.

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A small lab with
an outsized ambition.

We focus on AI for finance: market language, temporal models, and interfaces that help operators act when the desk is moving. Experiments that prove out become products.

Based in Madrid · First product: Argux

We keep the team small on purpose. Research stays close to the product surface, and partnerships stay selective.

Applied AI research

Language, data, and models aimed at financial markets, turned into systems operators can use.

Product systems

Architecture and interface for AI-native tools that hold up when the market moves fast.

Select partnerships

Occasional work with teams building AI-native systems, when the fit is clear.

Active
experiments.

Four lines of work. What proves out ships into Argux and the products that follow.

01 shipping into Argux

Market language models

NLP on earnings calls, news, and filings to surface latent market signals before they show in price.

02 active

Temporal market models

Deep time-series for market regimes and short-horizon structure in high-frequency data.

03 active

Operator interfaces

Interaction patterns that keep model output usable when the desk is moving fast.

04 shipping into Argux

Reliable reasoning stacks

Orchestration, scaffolding, and audit trails so LLM outputs stay reliable in high-stakes markets.

Argux

A financial markets intelligence engine for the next generation of market operators: real-time data, AI-driven analysis, and actionable insights in one interface.

Visit Argux →
argux.io · live markets
9:30 AM10:0010:3011:0011:3012:00
AAPL$214.72+2.41%
NVDA$138.09+1.87%
TSLA$311.44-0.93%
SPY$598.21+0.54%

Real-time intelligence

Live market data distilled with leading LLMs and our orchestration layer, so you see why markets move.

Deep pattern recognition

LLM-assisted analysis that connects news, filings, and market data into recurring themes.

Actionable insights

Clear summaries and recommendations that cut through noise when you need to act.

Let's talk.

Interested in Argux, a collaboration, or just curious about the lab? We would love to hear from you.

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