Decision Center · Suite Index
Decision Center · Market-Driven Agentic RankingMarket Choice Architect
Market Choice Architect
An autonomous agent that picks tickers from a universe, fetches live market data, scores each across six market criteria, and runs Rasch + MIRT + Bayesian IRT to predict the best fit — with calibrated credible bands. Watch every step.
Agent Configuration
Risk prior · not set
Run the Risk Tolerance Profiler to bias rankings toward your personal risk profile.
The 6 market criteria
📈 Momentum— Price action vs trend
💰 Valuation— Forward PE attractiveness
🌡️ Sentiment— Daily move + 52w position
🛡️ Low Risk— Inverse 30-day volatility
💧 Liquidity— Market cap depth
🎯 Regime Fit— Match to current macro
yfinanceApi + emotionTensorIRT
Configure the agent on the left and click Run. The agent will autonomously pick tickers, fetch live market data, score them across 6 criteria, and predict the best fit using IRT.