Research, capital, and operating companies

Founder. Systems builder. Researcher.

Capital Intelligence Resources Matter

I'm Stotle. I build leverage driven systems across markets, intelligent software, biological extraction, and physical manufacturing. Investors, traders, sports bettors, builders, and researchers thinking on long time horizons are welcome here.

Base layer
14+ years in banking and financial systems
Operating model
Leverage, systems, compounding, first principles
Portfolio
5 ventures under one capital and research architecture
Endgame
Build infrastructure that compounds across decades

The same discipline that reads a market, extracts a metal from a plant, and compiles intent into matter is systems thinking applied to different layers of reality.

Markets through Rich Forever Trading. Intelligence through Parlay Machine. Resources through Elemental Leaf. Matter through BITOM. Capital, quant research, and long-term stewardship through Perpetuum Group.

Operating framework

A philosophy built for compounding systems.

Six principles shape how capital is allocated, systems are built, and long horizon opportunities are pursued.

01

Leverage first

Build systems where inputs do not scale linearly with outputs. If effort and result stay proportional, the architecture is weak.

02

Systems over events

One good trade, experiment, or product is noise. A repeatable engine is infrastructure.

03

Compounding wins

The time horizon determines the class of outcome. Build for decades, not for applause cycles.

04

First principles

Inherited assumptions are liabilities. Re-derive from the physics, incentives, and constraints of the domain.

05

Creation over consumption

Every resource should produce capability, optionality, or defensibility rather than passive activity.

06

Capital allocation is strategy

Where capital goes determines what compounds. Allocation is not admin; it is the core operating decision.

Portfolio detail

Five ventures across distinct but connected domains.

Markets are one branch of the work. The broader direction spans capital, intelligence, resources, and physical manufacturing.

Capital

Perpetuum Group

Quant research, holdings, wealth management

Perpetuum Group combines quantitative research, holding-company strategy, and long-term wealth management.

It allocates capital across ventures, acquisitions, and durable opportunities while maintaining a research-driven view of markets and asymmetric bets.

Capital allocation Acquisitions Venture building
Markets

Rich Forever Trading

Quant systems

Rich Forever Trading builds private indicators, quantitative research, and market tools for traders who care about signal over storytelling.

The discipline comes from deep banking and financial-systems experience: model what matters, test against reality, and ship only when the tool creates clarity.

TradingView Private scripts Quant research
Intelligence

Parlay Machine

Prediction systems

Parlay Machine applies probabilistic intelligence to sports outcome markets. Same rigor as quant finance, different data surface.

The edge comes from persistent mispricing, weak public discipline, and the ability to systematize signal over time.

Analytics Modeling Outcome markets
Resources

Elemental Leaf

Biology-enabled extraction

Elemental Leaf is focused on phytomining and critical materials recovery through biology, controlled systems, and process design.

Biological extraction remains under optimized. With modern computation, sensing, and experimental discipline, it can become industrially relevant.

Phytomining Critical materials Research platform
Matter

BITOM

Physical intelligence

BITOM is a Manufacturing OS that converts intent into physical objects.

A design objective becomes geometry, simulation, optimization, manufacturing instructions, and fabrication. Cursor turns text into code. BITOM turns information into matter.

Long term, the strategy can include acquiring fabrication layer companies so the system does not just design the future, but helps manufacture it.

Bits to atoms Simulation Fabrication Physical world OS
Long-term vision

Built on a 10-20 year horizon.

The direction is toward infrastructure that widens in scope over time: from tools, to systems, to controlled assets, to durable ownership.

Computation will restructure capital, intelligence, resources, and manufacturing. The question is who builds the infrastructure across those layers.

  1. Perpetuum Group becomes the compounding vehicle across ventures and acquisitions.
  2. Rich Forever Trading and Parlay Machine produce systematic intelligence and cash-generating edge.
  3. Elemental Leaf develops a serious biological extraction platform for critical materials.
  4. BITOM becomes the interface between human intent and physical manufacturing.
  5. The ventures increasingly reinforce one another under a single capital and research architecture.
Background

Researcher at the core. Builder across domains.

The throughline is not industry. It is method: understand the system, identify leverage, then build what compounds.

Operating base

14+ years in banking and financial systems created the foundation: pattern recognition in complex quantitative environments, understanding of institutional flows, and a practical view of leverage.

That discipline expanded into quantitative tools, intelligent systems, biological recovery, and physical manufacturing. Different surfaces. Same operating logic.

Timeline

Foundation
Banking and financial systems
Built the quantitative and institutional base layer.
Markets
Rich Forever Trading
Private tools and market research systems.
Intelligence
Parlay Machine
Outcome-market modeling and sports intelligence.
Resources
Elemental Leaf
Biology enabled critical materials recovery.
Matter
BITOM
The manufacturing layer between intent and physical objects.
Connect

For serious conversations.

Direct paths for investors, partners, traders, builders, and researchers.

Built for aligned counterparties

  • Investors evaluating capital allocation, acquisitions, or long-horizon opportunities.
  • Partners and operators looking for serious systems, research, and execution.
  • Builders and researchers interested in markets, biology, manufacturing, and intelligent infrastructure.