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FAITER ALGORITHMS

Faiter’s Algorithms

Quantitative and AI-driven algorithms use statistical models and machine learning to analyse financial markets and generate trading insights.

MARKET LEVEL ALGORITHM

BlackBox Levels

LIVE

Data-driven intraday levels built on the proprietary BlackBox framework. Uses VWAP confluence and control line logic to mark the exact zones where price is most likely to react — providing institutional-grade support and resistance for BANKNIFTY, NIFTY50, and SENSEX.

94.2%
Accuracy
18
Signals Today
+2.4%
Avg Return
24/7
Monitoring
Overall Accuracy Score94.2%
BANKNIFTY — BlackBox Levels — Live
RESISTANCE SUPPORT

How BlackBox Levels Works

01
Real-Time Data Ingestion
Live tick data from BANKNIFTY, NIFTY50, and SENSEX is ingested continuously, normalised across multiple timeframes and fed into the BlackBox computation engine.
02
BlackBox Control Line Computation
The proprietary algorithm calculates dynamic control lines using VWAP anchoring, volume-weighted pivots, and statistical price distribution to define key intraday zones.
03
Level Confirmation & Scoring
Each level is scored for confluence — the more independent signals agree on a zone, the higher its confidence score. Only high-confidence levels are delivered.
04
Alert Delivery
When price approaches or hits a confirmed BlackBox level, an alert is fired via Telegram, WhatsApp, and in-app push in under 200ms with the level, action, and confidence score.
BANKNIFTYNIFTY50SENSEXVWAPControl LinesIntradayMulti-TimeframeSub-200ms

Ideal Use Cases

📈
Intraday Level Trading
Use BlackBox Levels as precise entry and exit zones for intraday trades. Price reaction at these levels is statistically significant.
🚫
Stop-Loss Placement
Place stops just beyond BlackBox control lines for mathematically defined risk management without guesswork.
Breakout Confirmation
A clean break and close above/below a BlackBox level with VWAP confirmation signals a high-probability directional move.
💬
Options Strike Selection
BlackBox support/resistance zones directly map to high-relevance options strikes, simplifying options strategy selection.
MARKET LEVEL ALGORITHM

TopBot Levels

LIVE

Algorithmic reversal level detection. Identifies swing tops and bottoms in real time using multi-timeframe pattern analysis and momentum divergence signals — helping traders capture turning points before the crowd.

91.7%
Accuracy
9
Signals Today
+3.1%
Avg Return
Live
Status
Overall Accuracy Score91.7%
SENSEX — TopBot Reversal Detection — Swing
BOT TOP TOP BOT

How TopBot Levels Works

01
Multi-Timeframe Swing Analysis
Price action is analysed simultaneously across multiple timeframes to identify structurally significant swing highs and lows in context of the broader trend.
02
Momentum Divergence Detection
The algorithm detects divergence between price and momentum indicators — a hallmark of genuine reversals versus false breakouts — filtering signal quality.
03
Reversal Pattern Confirmation
Detected tops and bottoms are confirmed against pattern libraries including engulfing candles, pin bars, and exhaustion signals for additional confluence.
04
Real-Time Alert Dispatch
Confirmed reversal signals are dispatched instantly with entry, target, and stop parameters derived from the structural analysis.
SwingReversalMulti-TFMomentum DivergenceNIFTYSENSEXPattern Recognition

Ideal Use Cases

🔄
Swing Trading
Capture multi-day reversals from statistically identified tops and bottoms with high structural conviction.
🎯
Reversal Entries
Enter counter-trend positions at confirmed reversal points, supported by momentum divergence confirmation.
📊
Trend Change Identification
Identify when a prevailing trend is exhausting, allowing early positioning ahead of significant directional changes.
🚀
Options Premium Selling
Sell options near confirmed tops and buy near confirmed bottoms with structurally defined risk levels.
MARKET VIEWS ALGORITHM

Price Dynamics

LIVE

Tracks price momentum, velocity, and acceleration to identify breakout conditions and trend continuations before they fully develop. Price Dynamics converts raw price movement into a structured view of market direction and strength.

88.5%
Accuracy
24
Signals Today
+1.8%
Avg Return
Live
Status
Overall Accuracy Score88.5%
NIFTY50 — Price Dynamics — Trend & Momentum
BULLISH TREND ▲

How Price Dynamics Works

01
Price Velocity Measurement
Rate-of-change across multiple periods is computed to quantify how fast price is moving relative to historical norms — identifying periods of unusual speed.
02
Trend Channel Analysis
Adaptive trend channels are constructed using dynamic regression to define the current trend structure and identify potential breakout zones.
03
Breakout Probability Scoring
Each potential breakout is assigned a probability score based on momentum, volume, and pattern confluence before any signal is generated.
04
Trend Signal Delivery
High-probability trend continuation and breakout signals are delivered with directional bias, entry zone, and expected momentum duration.
TrendMomentumBreakoutPrice VelocityChannel AnalysisAdaptiveMulti-Period

Ideal Use Cases

🚀
Momentum Trading
Ride high-velocity price moves with confidence, knowing the momentum score supports continuation before entering.
🔍
Breakout Detection
Identify genuine breakouts from consolidation with probability scoring, avoiding false breakout traps.
📐
Trend Following
Follow confirmed trend structures with adaptive channels defining the path of least resistance for price movement.
Intraday Scalping
Use short-period velocity signals for scalping opportunities in fast-moving market conditions with defined momentum windows.
MARKET VIEWS ALGORITHM

Volume Insights

LIVE

Smart-money volume intelligence. Detects institutional accumulation, distribution, and volume climax events to confirm directional bias and signal strength — because the market’s true story is always told by volume, not just price.

86.3%
Accuracy
31
Signals Today
+1.2%
Avg Return
Live
Status
Overall Accuracy Score86.3%
RELIANCE — Volume Insights — Smart Money Detection
CLIMAX ⬆

How Volume Insights Works

01
Volume Anomaly Detection
Statistical analysis identifies volume spikes that deviate significantly from rolling averages — flagging unusual institutional activity in real time.
02
Accumulation & Distribution Classification
Each volume event is classified as accumulation (bullish) or distribution (bearish) based on the relationship between price movement and volume intensity.
03
Climax Event Identification
Volume climax events — extreme spikes at price extremes — are identified as high-probability reversal or continuation catalysts depending on context.
04
Signal Strength Confirmation
Volume Insights is also used as a confirmation layer for all other Faiter algorithms — a signal without volume backing carries a lower confidence score.
VolumeSmart MoneyInstitutional FlowClimax DetectionAccumulationDistributionOBV

Ideal Use Cases

🏠
Signal Confirmation
Use volume analysis to confirm or reject price signals from other algorithms — never trade a signal that volume doesn’t support.
🔍
Institutional Tracking
Follow the footprints of institutional traders by detecting unusual volume events before price makes its move.
📉
Climax Reversal Trading
Trade reversals at volume climax events — some of the highest-probability setups in quantitative market analysis.
🔴
False Breakout Filtering
Breakouts on low volume are flagged as low-conviction, helping you avoid false breakout traps that fool price-only traders.
MARKET VIEWS ALGORITHM

Momentum Matrix

LIVE

Market momentum structure engine. Tracks rate-of-change, overbought/oversold conditions, and momentum divergences to map the strength and direction of market moves — giving you early warning of momentum exhaustion before price reacts.

83.1%
Accuracy
19
Signals Today
+2.0%
Avg Return
Live
Status
Overall Accuracy Score83.1%
BANKNIFTY — Momentum Matrix — Oscillator
OB OS

How Momentum Matrix Works

01
Multi-Period Momentum Calculation
Rate-of-change is calculated across short, medium, and long periods simultaneously, creating a comprehensive momentum profile for each instrument.
02
Overbought & Oversold Detection
Statistical thresholds define overbought and oversold regions in context — not fixed levels, but adaptive thresholds based on the instrument’s volatility regime.
03
Divergence Analysis
Price vs. momentum divergences are detected in real time — the most reliable early-warning signal of momentum exhaustion and potential trend change.
04
Matrix Score Generation
A composite matrix score is generated combining all momentum readings into a single directional bias: Strong Bullish, Bullish, Neutral, Bearish, or Strong Bearish.
MomentumOscillatorDivergenceRate of ChangeOverboughtOversoldAdaptive

Ideal Use Cases

Early Exhaustion Warning
Get early warning of momentum exhaustion before price reverses, allowing timely position management and profit protection.
📈
Divergence Trading
Trade bullish and bearish divergences between price and momentum with statistically validated signal confidence.
🔴
Trend Strength Filter
Filter out weak-momentum trades by only taking positions when the matrix confirms strong directional momentum alignment.
🎯
Options Timing
Time options entries using overbought/oversold matrix scores to maximise premium collection or directional probability.
AI INTELLIGENCE ALGORITHM

AI Intelligence

BETA

Deep learning model trained on decades of Indian market data. Generates predictive signals with confidence scores and risk-adjusted recommendations — bringing the power of institutional AI to every individual trader on the Faiter platform.

79.4%
Accuracy
6
Signals Today
+4.7%
Avg Return
Beta
Status
Overall Accuracy Score79.4%
ALL MARKETS — AI Intelligence — Predictive Signals
PREDICTED ► ACTUAL CONFIDENCE: 79.4% AI MODEL ACTIVE

How AI Intelligence Works

01
Deep Learning Data Processing
A multi-layer neural network processes hundreds of market variables simultaneously — price, volume, sentiment, options data, and macro indicators — far beyond human capacity.
02
Pattern Recognition at Scale
The model has been trained on 20+ years of Indian market data, learning to recognise thousands of subtle market patterns that precede significant price moves.
03
Confidence Score Generation
Every signal comes with a confidence score — the model’s probabilistic assessment of signal quality — allowing traders to size positions appropriately to conviction level.
04
Continuous Model Learning
The AI model continuously learns from new market data and signal outcomes, improving its accuracy over time and adapting to evolving market regimes.
Deep LearningNeural NetworkPredictive AIConfidence Score20yr Training DataIndia MarketsAdaptiveBETA

Ideal Use Cases

🧠
AI-Assisted Trading
Use AI predictions as a powerful decision-support layer alongside your own analysis for higher-conviction trades.
📊
Positional Trading
AI Intelligence excels at longer-timeframe positional setups where multi-variable analysis creates the strongest edge.
🎯
High-Value Setups Only
Use the confidence score to filter only the highest-quality setups from the AI model, maximising risk-adjusted returns.
🚀
Portfolio Intelligence
Apply AI signals across a portfolio of instruments for diversified alpha generation across market conditions.

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