Research • Forecast • Challenge • Simulate
Markets, with receipts.
An auditable AI-assisted research workspace for Indian and US equities. Forecasts are statistical baselines; AI reviews challenge them. The risk gate—not the LLM—controls paper orders.
USD paper cash
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Separate US-market account
INR paper cash
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Separate India-market account
AI provider
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Nebius Token Factory
Audit events
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Research, backtests and orders
Forecast workbench
EWMA BASELINERun a forecast to see the expected return, probability estimate, volatility and data provenance. Synthetic fallback data is clearly flagged and must not inform trading.
Paper order ticket
RISK-GATEDPrices must be checked against the forecast or current market quote. Orders use the currency account inferred from the ticker.
Portfolio & recent simulated fills
| Market | Symbol | Side | Qty | Price | Status |
|---|---|---|---|---|---|
| Loading paper ledger… | |||||
Agent review
NVIDIA NEMOTRONAsk the configured model to challenge a forecast. It cannot place orders.
No review yet.
Decision audit trail
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Research prototype, not investment advice. Paper trading only; no live broker is connected. Market-data access may be delayed or unavailable. Historical simulations can suffer from data leakage, survivorship bias, and unrealistic fill assumptions. Never use synthetic-demo prices for trading decisions. INR and USD accounts are separate and are not FX-converted.