Dragon Lab · AI Research Division

Financial Intelligence for a Dynamic World

KAPM is a London-based financial services firm specialising in quantitative research, risk analytics, and AI‑driven market intelligence. Through our advanced research division, Dragon Lab, we develop next‑generation forecasting systems and autonomous decision engines.

Multi‑Horizon Forecasting Live Regime Detection Autonomous Risk Gating
What We Do

Our Services

Three integrated capabilities — quantitative research, risk analytics, and AI‑driven intelligence — delivered as one connected system for institutional clients.

Quantitative Research

Systematic modelling, multi‑asset analysis, and data‑driven insights for institutional clients.

Risk & Portfolio Analytics

Real‑time risk monitoring, scenario modelling, and portfolio optimisation powered by advanced statistical frameworks.

AI‑Driven Intelligence

Machine learning pipelines, forecasting engines, and autonomous decision systems developed by Dragon Lab.

At a Glance

  • Established 2012
  • Founded London, UK
  • Focus Quantitative Finance & AI
  • R&D Division Dragon Lab
  • Flagship Project Code‑Dragon
Research Division

Dragon Lab — Research & Innovation

Dragon Lab is KAPM’s dedicated research headquarters, focused on building next‑generation AI systems for financial intelligence.

Our Mission

To push the boundaries of quantitative modelling and autonomous intelligence, transforming how financial systems learn, adapt, and operate.

Core Competencies

  • Real‑time forecasting engines
  • Self‑correcting AI architectures
  • Market regime detection
  • Multi‑asset intelligence pipelines
Flagship

Flagship Initiative

Dragon Lab is home to the Code‑Dragon Project — a fully autonomous, self‑calibrating intelligence system designed for real‑time market environments.

Flagship Project

The Code‑Dragon Project

A breakthrough initiative developing DragonAI — a modular, adaptive, and self‑correcting intelligence engine for financial markets.

DragonAI Engine
Forecasting Core
Historical accuracy A = 1 − (1/T) Σ |et| / Pt rolling window, T sessions
Confidence score κ = A · (1 − σ / σ̄)
Adaptive threshold θ = θ0 + λ · κ
Decision rule act ⇔ κ ≥ θ, subject to risk limits

Multiple forecasting horizons, combined through a rolling accuracy‑confidence score.

Decision Gate
Signal Trend confirmed Pullback entry Risk & exposure Execute
Stand aside

Each signal clears trend, entry and risk checks — or the system stands aside.

Uptrend Capture

Illustrative — moving-average strategy with a DragonAI forecast overlay.

Horizon Forecast
REGIME · UP

Regime-aware projection fan across multiple forecast horizons.

What is DragonAI?

DragonAI is the core intelligence engine developed inside Dragon Lab. It processes live market data, identifies structural shifts, and recalibrates itself continuously to maintain forecasting accuracy.

  • Self‑correcting intelligence loop
  • Multi‑timeframe forecasting
  • WebSocket‑based real‑time output
  • Modular architecture for rapid iteration
Early Access

Dragon Lab Beta

We're opening a small, invite‑only group to test how DragonAI's research output reads in practice. This is an early research programme, not a financial product — please read the notes below before requesting access.

  • Generic research output — never tailored to your personal holdings or circumstances
  • Informational only — not investment advice, and not a recommendation to buy or sell anything
  • No execution — nothing in this programme places, manages, or touches a trade on your behalf
  • Free and invite‑only while testing — access, scope, and content may change or end at any time
Request Access You'll be asked to confirm you've read the notes above before joining.
Who We Are

About KAPM

Founded in London, KAPM blends financial expertise with cutting‑edge artificial intelligence to deliver high‑performance analytical solutions.

Research‑led

Every system starts as a hypothesis, tested before it ever trades.

Risk‑aware

Capital discipline and drawdown control are first‑class, not an afterthought.

Built for real markets

Engineered against live data and real execution, not backtests alone.

Get In Touch

Contact Us

For partnerships, research inquiries, or collaboration opportunities, reach out to the KAPM team.