your questions.
short, direct answers about the platform, calibration, and subscription. need something more specific? open the help center.
Platform
An institutional AI-powered algorithmic trading system published by Quant7 Alpha, LLC. AEGIS stands for Adaptive Engines for Guided Intelligent Strategies — four alpha-driver engines (TRND, BRK, MR, SWP) competing per bar, four AI confirmation layers gating every entry, and the AEGIS AI calibration pipeline keeping parameters tuned to the regime.
Every parameter set on the Signal Library is the output of the AEGIS AI pipeline — a three-AI-agent calibration system. Agent 1 validates backtests, Agent 2 optimizes and audits, Agent 3 deploys only after the Go-Live Gate clears (3 consecutive PASS RX cycles). No hand-tuning between Agent 3 and production.
Four scripts — Digital Assets (BTC/ETH/SOL/XRP perps via gains.trade), Commodity Spot (XAU/XAG/WTI/XPT via gains.trade), US Index Futures (MES/MNQ/MYM/M2K via NinjaTrader/CME), Commodity Futures (MCL/MGC/MHG/QG via NinjaTrader/CME). 16 instruments × 4 timeframes = 64 independent calibrated configurations.
Yes. Every position on the Live page is an active trade in the owner's real account, streamed from the broker. No paper trading. No hindsight. The Performance page shows realized results net of commissions and slippage.
Calibration
RX[NN] is one calibration cycle — Bayesian probability optimization across 12 parameters with 3,000 trials per config. Each cycle warm-starts from the prior cycle's best seeds. RX37 means the 37th cycle of calibration since v1.0 deployment.
The deployment bar. A new parameter set must clear three consecutive PASS RX cycles before Agent 3 publishes it. A regression in any single criterion (win rate, profit factor, drawdown, frequency, commission efficiency) resets the counter to zero.
Lambda-Vol — the volatility PDE regime intelligence layer. Decomposes vol into four features (level, slope, dispersion, velocity) and classifies into five regime states (TREND_CALM, TREND_ACTIVE, MEAN_REVERT, STRESS_HIGH, TRANSITION). Adjusts engine weights per regime without modifying calibrated parameters.
TRND (Trend), BRK (Breakout), MR (Mean Reversion), SWP (Sweep). All four compete for every trade; Λ-Vol picks the weight profile per regime.
AI Layers
Four layers in series — a trade must pass ALL four to reach execution. AI 1 is XGBoost (10-feature gradient-boosted tree, 200 estimators, 63% out-of-sample). AI 2 is FinBERT sentiment (suspends entries below −0.70). AI 3 is Regime Match (20-day rolling return — bearish suppresses entries). AI 4 is Λ-Vol regime intelligence.
The pipeline fails closed for that layer — entries are blocked rather than letting through unvalidated signals. The decision log shows which layer blocked the trade.
Subscription
All tiers receive the same calibrated signals from the same AEGIS AI pipeline. Difference is depth of access. Observer sees Performance on a 24h delay. Subscriber sees Live + Signals + real-time Performance + AutoManifest publication feed. Institutional adds API access, dedicated Slack, quarterly calibration reviews, and broker integration consulting.
Yes. Monthly billing, no lock-in. Cancellation takes effect at the end of the current billing period.
No. Access is reviewed manually by Quant7 Alpha, LLC to ensure the platform remains aligned with institutional use. Approval typically within 24 hours.
Risk & Disclosures
Algorithmic trading carries substantial risk of loss. Past performance does not guarantee future results. Drawdown periods are inevitable; the published track record includes all of them. Subscribers should size positions only with capital they can afford to lose.
Quant7 Alpha, LLC publishes calibrated trading parameters and a transparent track record. We do not custody client funds, do not provide personalized investment advice, and are not registered as an investment advisor. Subscribers execute trades in their own accounts.
still curious
ask the help center.
the help center hosts an AI assistant trained on the platform documentation — try asking it about the AEGIS AI pipeline, the AI gates, or how to wire your Pine alerts.