Clarividex

The Clairvoyant Index — AI Stock Prediction Analysis

Market Intelligence, AI Engineered

8 algorithms. 2,000 Monte Carlo simulations. Bayesian inference, fat-tail modeling, and multi-timeframe trend analysis — fused into one calibrated probability, powered by the Clarividex engine.

Data Sources

Data Points

Prediction Algorithms

2,000

Monte Carlo Simulations

Quick examples

NYSE/NASDAQ: 9:30 AM – 4:00 PM ET

·Short-term & long-term predictions·Data freshness varies with market hours

How It Works

Our prediction engine combines real-time data aggregation with AI analysis to generate probability-based forecasts.

Enter Your Question

Ask about any US stock prediction. Include ticker, target price, or timeframe for best results.

"Will NVDA reach $180 by March 2026?"

Data Aggregation

We fetch real-time data from 12+ sources including Yahoo Finance, SEC filings, news, and social media.

Stock prices & volume
News sentiment
Technical indicators
Options flow

AI Analysis + Streaming

Our AI engine processes 250+ data points via SSE, streaming each analysis stage to you in real time.

Technical: 25%
News: 20%
Options: 15%
Market: 15%
Analyst: 15%
Social: 10%

Guardrailed Prediction

Output guardrails enforce probability bounds (15-85%), redact PII, and flag advice language before delivery.

Probability clamped 15-85%
PII redaction
Advice detection
Risk assessment

Prediction Methodology

Weighted Scoring Model

Each data source contributes to the final probability based on its reliability and relevance.

Multi-Source Validation

Cross-references data points across sources to identify consensus and divergence.

Timeframe Adjustment

Probabilities are calibrated based on the prediction timeframe (day, week, month).

Confidence Calculation

Confidence reflects data agreement, source count, and signal clarity.

V2 Enhancements

Production-Grade AI Infrastructure

8-Model Ensemble

Monte Carlo, Bayesian, trend analysis & more

Output Guardrails

PII redaction, advice detection

RAG Chatbot

Doc-grounded follow-up Q&A

Prompt Versioning

YAML-based, A/B testable

Eval Suite

17 test cases, 100% pass rate

Singleton Caching

Optimized inference pipeline

Architecture

Three-layer pipeline: ingest real-time market data, run it through an 8-model AI ensemble, and deliver guardrailed predictions with full transparency.

Layer 1

Data Ingestion

Real-time market data pipeline

12+ Live Sources

Yahoo Finance, SEC EDGAR, Finviz, VIX, Fear & Greed, options flow, Google News, Reddit

SSE Streaming

Server-Sent Events pipe each analysis stage to the client in real time

Data Quality Scoring

Every source scored for reliability; cross-validated before aggregation

Layer 2

Intelligence Engine

8-model probability matrix with hot-swappable AI backbone

Swappable AI Core

Currently Gemini 2.0 Flash with versioned YAML prompts. Architecture supports hot-swapping to Claude Opus 4.6, GPT-4o, or any frontier model for deeper reasoning without changing the pipeline

Probability Matrix

8 independent models (Monte Carlo, Bayesian inference, fat-tail distribution, technical scoring, sentiment regression, historical pattern matching, options flow analysis, multi-timeframe trend) each output a probability. Weighted ensemble combines them via confidence-adjusted averaging into a single calibrated score (15–85%)

2,000 Monte Carlo Simulations

Stochastic price path simulations using historical volatility and drift. Bayesian priors update in real time as new data arrives, adjusting the posterior probability distribution before final scoring

Layer 3

Production Safety

Guardrails and quality assurance

Output Guardrails

PII redaction, advice-language detection, probability clamping (15-85%)

RAG Chat Assistant

ChromaDB + LangChain for document-grounded follow-up Q&A

Evaluation Suite

17 golden test cases, 100% pass rate, automated regression testing

Data Sources

We aggregate data from 12+ trusted sources including SEC EDGAR, options flow, and VIX — each scored for reliability.

Yahoo Finance

90%

SEC EDGAR

95%

Finviz

85%

Google News

80%

70%

VIX Index

90%

Fear & Greed

80%

Options Data

85%

Treasury Yields

95%

Sector ETFs

90%

Technical Analysis

85%

Clarividex AI

75%

Why Use Us Instead of AI Agents?

Generic AI agents can search the web, but they can't give you what we provide. See the difference:

Generic AI Agent

"Tesla stock could go up or down depending on various factors like market conditions, earnings reports, and investor sentiment. I cannot provide specific financial advice or predictions. Please consult a financial advisor."

No specific probability

No real-time data

No technical analysis

Clarividex

62% Probability

RSI (14):34.2 (Oversold)

MACD:+2.4 (Bullish)

News Sentiment:+0.32

Put/Call Ratio:0.65

Based on 287 data points from 13 sources

Quantified probability score

Live technical indicators

Full transparency

Feature Comparison

Feature	AI Agents	Clarividex
Probability Score	"Could go up or down"	62% with confidence level
Real-time RSI, MACD
Live Options Flow (Put/Call)
VIX & Fear/Greed Index
12+ Data Sources	Random web results	SEC, Yahoo, Finviz, etc.
Consistent Methodology	Varies each time	Same weighted scoring
Transparent Reasoning
Impact News Analysis	General search	Crashes, lawsuits, recalls
Real-Time Streaming
Output Guardrails

Ready to See the Future?

Ask Clarividex about any US stock. No signup required.