AGI Future Vision

The Ancient Tech Journey

We're building AI that learns like humans—through observation and imitation.
Our three-stage roadmap takes us from finance to universal intelligence.

🚀 Pioneering Self-Evolving AI

Building Intelligent Agents That Learn From Observation

Ancient Tech is on a mission to create AI that observes, learns, and evolves—just like humans.

From autonomous finance to universal intelligence, we're building the future of human-AI co-evolution.

EXPLORE OUR VISION

🎯 Stage 1: ReFin LIVE NOW

Autonomous AI trading engine proving our reinforcement learning framework in trillion-dollar financial markets. Generating continuous cash flow while validating core technology.

Self-Evolving AI
Mobile Agent

📱 Stage 2: Mobile Agent

Capturing digital workflows from billions of knowledge workers worldwide. Building unprecedented behavioral data assets through few-shot learning.

🎓 Stage 3: Digital Twin Coach

AI that observes, learns, and teaches human skills in real-time. The bridge from digital to physical intelligence—accelerating human potential 10x.

Digital Twin Coach
🚀 Stage 1: The Cash Cow

Your AI Trading Partner That Never Sleeps

ReFin is our proof of concept—where cutting-edge reinforcement learning meets institutional-grade execution.

No manual trading. No emotional decisions. Just intelligent automation.

While we're building toward universal intelligence, ReFin is generating cash flow today and validating our self-evolving AI framework in the trillion-dollar financial markets.

SEE HOW IT WORKS
ReFin AI Trading

Why ReFin Wins

Institutional-grade AI trading, accessible to everyone.

01

Self-Evolving

Our AI learns from every trade. Real-time P&L feedback drives continuous strategy improvement—adapting to market changes automatically.

02

24/7 Execution

No sleep, no emotions, no FOMO. ReFin monitors global markets around the clock, executing optimal strategies at institutional speed.

03

Multi-Asset

From stocks to ETFs to crypto—ReFin adapts its intelligence across asset classes, finding opportunities where others can't.

Built on Advanced AI

We leverage cutting-edge reinforcement learning—similar to the technology behind AlphaGo and ChatGPT—
but optimized for financial markets.

AI Training
The ReFin Advantage
  • âś“ Deep Learning Architecture - Advanced neural networks process market signals
  • âś“ Reinforcement Learning - AI learns optimal strategies through experience
  • âś“ Real-Time Adaptation - Continuous improvement from live P&L feedback
  • âś“ Multi-Modal Data - Analyzes price, volume, sentiment, and macro trends

The Opportunity

We're at the intersection of three explosive markets

$200B

Agentic AI Market by 2034

AI agents are becoming the core productivity engine of the digital economy

$41B

AI in FinTech by 2030

16.5% CAGR as institutions race to automate trading and investment decisions

$285B

Global Wealth Management

Massive market seeking intelligent, automated portfolio management

Why Ancient Tech Will Win

âś“ First-Mover Advantage: Validating our framework in high-stakes finance first

âś“ Technology Moat: Proprietary few-shot learning + self-evolution engine

âś“ Data Flywheel: Every user interaction strengthens our models

âś“ Elite Team: Silicon Valley AI + Wall Street finance expertise

âś“ Clear Roadmap: Three-stage rocket from finance to universal intelligence

âś“ Proven Execution: ReFin is live and trading today

Our Commitment to Humanity

We're not building AI to replace humans—we're building it to amplify human potential

Human-AI Collaboration

Human-AI Co-Evolution

Our vision goes beyond profit. Ancient Tech is committed to building AI that learns from humans, works alongside humans, and ultimately helps humans reach their full potential.

From democratizing institutional-grade trading (ReFin) to making world-class education accessible to everyone (Digital Twin Coach), we're on a mission to create technology that serves humanity.

Our Guiding Principles

🌍
Educational Equity
Making world-class learning accessible regardless of geography or economic status

🤝
Human Empowerment
AI that augments human capabilities rather than replacing human workers

đź”’
Ethical AI
Transparent, safe, and responsible development towards AGI

Ready to Experience Autonomous Trading?

Join the AI trading revolution. ReFin is accepting early access partners.

GET EARLY ACCESS

The Visionaries Behind Ancient Tech

Silicon Valley AI expertise meets Wall Street trading mastery

Leo Tang

Leo Tang, PhD

Founder & CEO

19 years AI/ML experience at Google, Meta, Microsoft, LinkedIn. Columbia University PhD in Computer Science. 10+ US patents in AI and machine learning.

"We're not building tools—we're building intelligent agents that co-evolve with humans."

Shengbei Guo

Shengbei Guo

President & CIO

30+ years global trading at Deutsche Bank (Managing Director), Morgan Stanley. Wharton MBA, Columbia University. Founded GSB Podium Advisors.

"Markets are complex adaptive systems. ReFin is designed to thrive in that complexity."