A market research system that debates before it trades.
18+ specialist agents analyse Indian equities and options, debate trade setups, pass proposals through a deterministic risk engine, and test every decision with live Upstox market data against ₹2,00,000 virtual capital.
Virtual Capital
₹2,00,000
Mode
PAPER ONLY
Agents Online
29 / 29
Champion
v0.9.3
How Quantara Operates Daily
A disciplined, machine-driven cycle from pre-market 07:00 preparation to post-market 15:45 forensic autopsy and safe Champion/Challenger evolution.
Observe & Ingest
Direct streaming connection to Upstox Market Data Feed V3 via Protobuf WebSocket. Ticks, market depth, and full option chains pass through an automated Data-Quality Gate.
Multi-Agent Debate
16 Equity Specialists and 13 Options Committee Agents publish structured evidence to a shared blackboard. The Bull Agent builds the trade, the Bear Agent attempts to disprove it, and the Critic checks for stale claims.
Deterministic Risk Gate
Hardcoded risk controls check max portfolio exposure, 1% risk-per-trade limits, R:R >= 1.5, and daily drawdowns. The risk engine has absolute veto power over a 100% AI consensus.
Realistic Paper Fill
Simulates institutional execution: Market buys fill at Ask + slippage, sells at Bid - slippage. Full Indian regulatory charges (STT, exchange turnover, GST, SEBI fee) are deducted from ₹2,00,000 ledger.
Post-3:30 Trade Autopsy
Every completed trade—profitable or losing—undergoes an in-depth forensic autopsy. The system evaluates 10 questions, tags failure codes (F01-F23), and tests counterfactual replays.
Champion vs Challenger
Autopsy hypotheses generate bounded Challenger models. The Champion remains frozen intraday while Challengers run in live shadow portfolios and must pass 8 statistical gates before promotion.
Multi-Agent Intelligence Network
29 specialist agents with strictly isolated responsibilities publish machine-readable evidence to a shared blackboard. Numerical features are computed deterministically.
Candidate Detector Agent
Scans pre-market and intraday market depth to surface candidate setups.
Global Market Agent
Overnight/global indices, FX, commodities, yields, and risk tone.
Macro Agent
RBI policy, inflation, bond yields, economic calendar, and rate shifts.
News Agent
Company, sector, and exchange news with source and time relevance.
Corporate Event Agent
Quarterly results, board meetings, dividends, splits, and order book wins.
Fundamental Agent
Growth, operating margins, balance sheet quality, and earnings context.
Market Regime Agent
Trend vs range, volatility state, risk-on/risk-off classification.
Sector Rotation Agent
Relative sector strength, market breadth, and capital flow distribution.
Technical Agent
VWAP, EMA ribbons, RSI momentum, MACD, ADX trend strength, and ATR.
Price Action Agent
Opening range breakout (ORB), structure, candle formations, and key retests.
Volume / Liquidity Agent
Relative volume (RVOL), turnover, spread quality, and volume exhaustion.
Microstructure Agent
Bid/ask imbalance, depth absorption, and aggressive participant flow.
Correlation Agent
Index beta, sector concentration, and correlated setup overlap.
Anomaly Agent
Outlier volume, unusual OI spike, and erratic price jumps requiring quarantine.
Bull Agent
Constructs the strongest evidence-based upside thesis for candidates.
Bear Agent
Actively seeks disconfirming evidence, downside targets, and failure traps.
Critic Agent
Detects contradictions, stale evidence, unsupported claims, and ignored warnings.
Decision Agent
Produces structured BUY/SELL/NO-TRADE proposal with strict validation.
Live Paper-Trading Portfolio
Real market data from Upstox V3 streaming feed with ₹2,00,000 initial virtual capital. No real capital at risk.
Current Phase
Day 1 / 180
Starting Capital
₹2,00,000
Simulated masterCurrent Virtual Equity
₹2,00,000.00
₹0.00 net return (Day 1)Max Drawdown
0.0%
Tolerance 5.5%Profit Factor
0.00
0 trades closedOfficial Strategy
v0.9.3
Champion FrozenLive Broker Orders
0
PAPER_ONLY=trueFirst-Class "NO TRADE" State
Quantara is rewarded for avoiding poor setups, not maximizing trade frequency. The expected default for most instruments is NO TRADE.
BANKNIFTY
Decision Rationale
Consolidating in 250-point range; potential target sits at 51,450 resistance. Calculated reward-to-risk is 1.1:1, failing the deterministic 1.5:1 minimum threshold.
Expected Gain: ₹3,100 vs Risk: ₹2,800. Ratio: 1.10 (Minimum: 1.50)
Safe, Gated Self-Improvement
A single losing trade never rewrites production logic. Champion parameters remain frozen during live market sessions. Challengers run in shadow simulation and must pass 8 strict promotion gates.
CHAMPION STRATEGY
CHALLENGER (SHADOW)
Non-Negotiable System Safety
Designed from the ground up as an auditable scientific research environment. Safe defaults ensure complete platform integrity.
Hardcoded PAPER_ONLY=true
Real broker order-routing code is strictly disabled behind a hard feature flag. The system cannot transmit live orders to exchanges during the 9-month experiment.
No Stored Credentials or TOTP
Uses official Upstox OAuth with short-lived tokens expiring daily at 3:30 AM. No password, PIN, or TOTP automation is ever permitted or stored.
Deterministic Risk Sovereignty
Risk limits, position sizing, margin limits, and kill switches are 100% deterministic code. No LLM or agent can bypass risk controls.
Full Audit Trail & Reproducibility
Every market tick, debate transcript, proposal, and fill is timestamped and persisted with evidence IDs, agent versions, and prompt snapshots.