We Built Winu Because We Felt Your Pain
We've been there. The 3am wake-up calls to catch Asian market moves. The emotional roller coaster of FOMO and revenge trading. The unfair competition with $50M algorithms while we had charts and hope. Our team of software engineers, product managers, and founders with years in finance didn't build Winu just to make money. We built it to solve a problem we lived with daily.
The Pain We Lived With Daily
Before we built Winu, we were like you. Losing sleep. Losing money to emotions. Losing opportunities while we ate, slept, and lived. Here's the pain that drove us to build a solution:
The Retail Trader Struggle
- • Wake at 3am to check charts
- • FOMO drives you to buy high
- • Revenge trading after losses
- • Screen addiction (12+ hours/day)
- • Others have bots, you're falling behind
The Institutional Challenge
- • 24/7 staffing costs 3x normal operations
- • Manual operations can't compete with bots
- • Losing market share to automated competitors
- • Compliance risk from manual decisions
- • Nasdaq goes 24/7 in 2026—are you ready?
How We Solved Our Own Problem
We didn't want to build "just another trading bot." We wanted to solve the specific pain points we experienced firsthand. Here's what we built:
Stop Losing Money to Emotions
164 ML models. Zero emotions. Pure systematic execution.
Result: Eliminate FOMO, revenge trading, panic sells
Stop Missing Opportunities 24/7
Winu trades while you sleep, work, and live.
Result: Catch every move, never sleep through profits
Stop Competing with $50M Algorithms
Institutional infrastructure, accessible pricing.
Result: Level the playing field, compete at your scale
We solved this by building Winu. 164 ML models that trade while you sleep. Zero emotions. Pure systematic execution. Your funds stay on your exchange. You control everything. Same infrastructure, your scale.
Transparent AI
Every decision is explainable, every signal is visible
Non-Custodial
Your funds never leave your control
Advanced Technology
$50M infrastructure compressed into accessible software
From Personal Pain to Universal Solution
What started as solving our own problem became a mission to help everyone facing the same struggle. Here's our journey:
2022: The Struggle
Software engineers and founders in finance, exhausted from 3am alarms, emotional trading losses, and unfair competition with institutional algorithms.
2025: The Solution
Built Winu—164 ML models, 24/7 automation, institutional infrastructure. Compressed $50M worth of tech into accessible software.
2025: The Impact
Early users already seeing results. Traders sleeping better. Institutions scaling efficiently. 40% performance improvement. 3x cost reduction.
Enabling 24/7 Financial Operations
We're building the infrastructure that enables financial institutions to operate continuously in the digital finance era, where markets never sleep.
24/7 Operations
Enable continuous market operations for financial institutions, from trading desks to asset managers.
Operational Excellence
Every decision is explainable, every process is auditable, and every operation is optimized for continuous performance.
Enterprise Security
Non-custodial architecture ensures institutional-grade security and compliance for continuous operations.
164 ML Models + Real-time Trading Engine
Our products focus on transparency, robust risk discipline, and compliance-aware practices for all trader types.
Non-Custodial Automation
You connect exchange APIs and approve actions; your funds remain on your exchange account.
- Funds never leave your exchange
- You maintain full control
- No withdrawal permissions required
Advanced ML Trading System
164 specialized ML models plus a general model for all USD trading pairs across multiple timeframes with adaptive breakout analysis, real-time inference, and multi-exchange support.
- 164 specialized ML models + general model
- ATR-based breakout analysis
- Multi-exchange ML support
Advanced Risk Management
Adaptive position sizing, dynamic stop losses, daily guardrails, and multi-exchange risk controls.
- Adaptive position sizing
- Dynamic stop losses
- Daily risk guardrails
Clear Telemetry
Dashboards, logs, and alerts so you can audit what happened and why.
- Real-time dashboards
- Detailed execution logs
- Smart alert system
Your Life After Winu: Sleep, Profit, Repeat
Stop losing money while you sleep. Stop waking at 3am. Stop letting emotions sabotage your trades. Here's what happens when you automate:
Retail Traders: From Exhaustion to Freedom
Before Winu:
- • 3am wake-ups to check charts
- • FOMO losses, revenge trading
- • 12+ hours daily staring at screens
- • Missing family time, burning out
After Winu:
- • Sleep through the night peacefully
- • Systematic profits, zero emotions
- • Get your life back, keep your profits
- • Compete with institutions at your scale
Institutions: From Costly to Efficient
Before Winu:
- • 24/7 staffing costs 3x normal ops
- • Manual operations, human errors
- • Losing market share to bots
- • Compliance risk from manual trades
After Winu:
- • 3x cost reduction (automation)
- • 40% performance improvement
- • Algorithmic precision at scale
- • Transparent, auditable decisions
Who We Serve
Our transparent, non-custodial AI solutions are designed for every type of trader and investor.
Novice Traders
A clearer on-ramp to momentum trading with presets and education, no coding required.
- Educational content and guides
- Pre-configured strategies
- No technical knowledge required
Active Retail Traders
A structured process that reduces emotional decisions and improves execution consistency.
- Systematic trading approaches
- Emotional decision elimination
- Consistent execution
Institutions & Desks
Non-custodial, policy-friendly automation with explicit controls suitable for internal review.
- Compliance-ready architecture
- Audit trails and reporting
- Enterprise-grade security
Security & Compliance
We operate with the highest standards of security and compliance, ensuring your data and funds are always protected.
Connection Security
Secure API connections with encryption and minimal permissions for safe automation.
Non-Custodial by Design
Funds stay on connected exchanges; you remain responsible for trades.
Compliance-Aware
We avoid profit guarantees and emphasize user control, risk, and transparency.
Stop Losing Tonight. Start Winning Tomorrow.
We built Winu to solve our own pain. Now it's available to everyone facing the same struggle. Stop waking at 3am. Stop losing money to emotions. Stop missing opportunities while you sleep. Start trading like an institution. Start getting your life back. Start tonight.
Our Location
AmpFi App LLC
701 Tillery Street Unit 12-3272
Austin, Texas 78702, United States
Ready to Get Started?
Explore our flagship product Winu and discover how 24/7 market intelligence infrastructure can enable your continuous operations.