Riyu AI
AI-Powered Trading Intelligence & Automation
29
AI Scoring Factors
8+
Strategy Engines
7
Timeframe Analysis
v10.0
AI Engine Version
Overview
Riyu AI is the Group's applied artificial intelligence layer for trading — powering signal generation, confluence scoring, and end-to-end automation from market analysis to live execution. Built on proprietary Pine Script indicators, the AI Engine v10.0 Fusion, and neural network Expert Advisors, Riyu AI reads multi-timeframe market data, scores trade setups with 29 weighted factors, and routes confirmed signals through the webhook bridge to MetaTrader 5 and Binance Futures.
Unlike generic trading bots, Riyu AI combines Smart Money Concepts (SMC/ICT), machine learning components (K-Means Clustered SuperTrend, WaveTrend 3D), and a zone-prioritized scoring architecture to filter noise and deliver high-confidence BUY/SELL signals. Each signal carries AI confidence grades (A+/A/B+/B), full trade parameters (Entry, SL, TP1–TP3), and is automatically executable via RiyuFusionReceiver, RioSmcReceiver, or AlphaAiNeural AutoTrade EAs.
“Every trade decision backed by data-driven AI intelligence — with human governance, transparent scoring, and disciplined automation.”
Platform Modules
AI Signal Generation Engine
Core intelligence layer that reads market structure and outputs graded trading signals with confidence metrics.
- AI Engine v10.0 — 29-factor weighted scoring (EMA, RSI, MACD, Stoch, patterns, SMC, MTF, volume, news)
- Normalized confidence score 0–100 with BULL/BEAR/NEUTRAL prediction + minimum confidence gate
- A+/A/B+/B setup grading — 8-factor ICT confluence (OB, FVG, BOS, CHoCH, displacement, session open)
- Alpha Riyu Strategy v2.6 — backtest-validated across 51 years of XAUUSD data
- RIYU Smart Money AI v10.7 — 9-layer TRUE HYBRID with swing + scalp modes
- SMC AMD iFVG XAUUSD v3.5 APEX — professional-tier ICT confluence grading
Machine Learning Components
Self-optimizing and adaptive algorithms embedded in the indicator stack for dynamic market adaptation.
- K-Means Clustered SuperTrend — ML self-optimizing trend detection
- WaveTrend 3D — Ehlers SuperSmoother + Dual-Pole Filter + Tanh normalization
- SmoothRange Filter — noise-adaptive trend boundary detection
- Historical Volatility Models — Parkinson, Garman-Klass, Rogers-Satchell
- RMSE Regression Channel + Momentum Linear Regression
- HyperWave Oscillator — linreg-normalized range position scoring
- Auto News Spike Detection with sentiment-weighted score multiplier
Trading Automation Pipeline
End-to-end infrastructure from AI signal fire to live broker execution — zero manual intervention required.
- TradingView Pine Script → JSON webhook alert (Universal format)
- Python Flask bridge — routes to Telegram, MT5 EA queue, Binance Futures
- FIFO signal queue per magic number — M15 + H1 + H4 share one magic safely
- RiyuFusionReceiver EA — polls webhook every 3s, auto-executes with 3-level trailing stop
- RioSmcReceiver EA — M15/H1/H4 multi-TF, invisible trailing (BE+ then trail), partial TP closes
- AlphaAiNeural AutoTrade — zone + BOS touch detection with 1% risk-based lot sizing
- Binance Futures executor — independent crypto automation path
Multi-Strategy & Confluence System
Eight independent strategy engines running in parallel, fused through AI scoring for final signal confirmation.
- PA Rejection — wick/body ratio + drop ATR confirmation
- RBS/SBR — resistance-becomes-support flip detection
- DBD/RBR — drop-base-drop / rally-base-rally pattern entries
- Liquidity Sweep — institutional liquidity grab with volume confirm
- Order Flow — delta divergence + absorption detection
- Alpha FVG — post-BOS fair value gap entries
- 7-Timeframe MTF analysis (M5, M15, H1, H4, Daily) with min agreement gate
- Liquidity Run + A+ Grab→Run gate — highest accuracy entry mode
Key Features
AI Engine v10.0 Fusion
29-factor weighted scoring engine analyzing EMA, RSI, MACD, SMC structures, MTF alignment, volume profile, order flow, news sentiment, and more — outputting normalized confidence scores (0–100) with BULL/BEAR/NEUTRAL prediction.
RIYU Smart Money AI
9-layer hybrid indicator system combining PA Rejection, RBS/SBR, DBD/RBR, Liquidity Sweep, Order Flow, Anchored VWAP, Volume Profile, and SMC pattern detection with 5-timeframe confluence.
Signal-to-Execution Pipeline
TradingView alert → Python webhook bridge (webhook.riyugroup.co.id) → Telegram notification + MT5 EA poll → automatic order placement with SL/TP, trailing stop, and partial closes.
Neural Network Auto-Trade
AlphaAiNeural AutoTrade EA with zone-based BOS detection, EMA filter, adaptive lot sizing by risk %, and fixed or ATR-based SL/TP — executing AI-identified setups on M5/M15 timeframes.
Industries We Serve
Benefits
- AI-filtered signals reduce false entries — only high-confluence setups pass the confidence gate
- Fully automated execution from signal to order in seconds via webhook bridge
- 29-factor scoring provides transparent, auditable trade rationale
- Multi-strategy fusion — 8 engines running in parallel for robust signal quality
- Backtest-validated configs: PF up to 2.79 (H1 Swing) and 2.45 (H4 Swing) on XAUUSD
- Grade-tagged signals (A+/A/B) let traders choose accuracy vs frequency trade-off
- Scalable VPS infrastructure with HTTPS webhook server (webhook.riyugroup.co.id)
- Human governance preserved — configurable sensitivity, direction lock, and risk caps
Use Cases
- 01Hands-free forex automation — AI reads signals, EA executes on MT5 automatically
- 02Crypto futures bot — Binance USDT-M execution from same AI signal pipeline
- 03Telegram signal distribution — AI-graded alerts with Entry, SL, TP1–3 to community channels
- 04Broker white-label AI trading — deploy Riyu AI stack for partner client onboarding
- 05Swing trading on H1/H4 — AI Engine + SMC confluence for lower-frequency high-PF setups
- 06Scalp automation on M15 — RioSmcReceiver with multi-TF invisible trailing stop
- 07Custom indicator development — extend Pine Script AI Engine for proprietary strategies
- 08Trading education — live AI signal demonstration in camps and workshops
How It Works
Configure AI Indicators
Load Riyu AI indicators on TradingView (Alpha Riyu Fusion, R.I.O SMC, Smart Money AI) with sensitivity, direction, and MTF settings.
Set Up Webhook Bridge
Connect TradingView alerts to webhook.riyugroup.co.id — configure magic numbers, Telegram routing, and MT5 EA mode.
Attach Execution EA
Deploy RiyuFusionReceiver or RioSmcReceiver on MT5 — set risk %, trailing stop levels, and daily trade caps.
Monitor & Optimize
Review AI confidence scores, win rate stats, and signal grades — tune sensitivity and strategy filters based on performance.
“The AI Engine reads market structure across multiple timeframes, scores every setup with 29 factors, and fires only when confidence is high enough. Combined with the webhook bridge and MT5 receivers, we've built a fully automated pipeline — from AI signal to live execution — without sacrificing risk discipline.”
Rio DekingFX
Head of Trading Technology, PT Riyu Inti Optima
Frequently Asked Questions
How does Riyu AI generate trading signals?
Riyu AI indicators analyze price action using SMC/ICT patterns, 8 independent strategy engines, and the AI Engine v10.0 which scores 29 weighted factors (EMA, RSI, MACD, order blocks, FVG, MTF alignment, volume, news sentiment). Only setups passing the minimum confidence threshold fire a graded signal (A+/A/B+/B).
How does AI signal automation work end-to-end?
TradingView indicator fires a JSON webhook alert → Python bridge at webhook.riyugroup.co.id processes and routes it → Telegram bot sends formatted signal + MT5 EA polls /mt5signal endpoint → Expert Advisor places market order with SL, TP, and trailing stop automatically.
What is the difference between Riyu AI and Riyu Trade?
Riyu AI is the intelligence layer — AI engines, indicators, scoring algorithms, and ML components. Riyu Trade is the execution platform — EA receivers, risk management, signal channels, and broker integration. Together they form the complete automated trading stack.
Can I use Riyu AI without full automation?
Yes. You can use Riyu AI indicators for manual signal reading on TradingView, receive AI-graded alerts via Telegram only, or enable full auto-execution by attaching the MT5 Expert Advisors. Each layer is independently configurable.
What assets and timeframes does Riyu AI support?
Primary focus on XAUUSD (gold) with validated backtests on H1, H4, and Daily timeframes. The stack also supports forex pairs via MT5 and crypto futures via Binance. Multi-timeframe analysis covers M5 through Daily with configurable minimum agreement gates.
Get Started with Riyu AI
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