Early Access — Production System Live

The Market Has
a Pattern.
We Found It.

Black Pine Lab's Error Correction Model detects institutional-grade mean-reversion signals in TQQQ/XLK — confirmed p = 0.0007. Subscribe to receive entry and exit alerts directly to Telegram.

Cancel anytime · No lock-in · Seats limited

BLACK PINE ECM v1.2
─ SIGNAL GENERATOR ──────────────────
02 / The Mathematics

The Signal Has a P-Value.
Most Don't.

We don't surface signals based on indicators, patterns, or intuition. Everything below is statistical fact — reproducible and auditable.

p = 0.0007
Cointegration
significance
γ = -0.0086
Error Correction
coefficient
R² = 0.981
OLS Hedge Fit
TQQQ / XLK
Sharpe: 1.688
Best Params
(5bps slip.)

The TQQQ/XLK pair exhibits statistically significant cointegration over a 252-day rolling window. When the spread's z-score crosses ±2.8σ, the Error Correction Model signals a high-probability mean reversion. Average trade duration: 8.3 days. Max drawdown on best parameters: -3.64%.

We surface that signal. You decide whether to act.

[ EQUITY CURVE — SPEC-011 BACKTEST ]
Backtest 2023–2026 · Best params (z_entry=2.8σ) · 5bps slippage · 3 trades, 0 losses
03 / How It Works

One Signal. One Entry. One Exit.
No Noise.

01
DAILY CALCULATION

Every morning at 08:30 ET, the ECM generator runs. Cointegration re-checked. Z-score recalculated. State logged.

02
THRESHOLD BREACH

When the z-score crosses ±2.8σ and all pre-flight gates clear (volatility, correlation), the signal fires — state transition only. Not every tick.

03
TELEGRAM DELIVERY

One message to enter. One message to exit. Includes z-score, β, γ, target, and context. That's the product.

The system is silent most days. That's intentional.

Signals that fire too often aren't signals — they're noise. In 3 years of backtest data, the best parameters fired 3 times. All 3 closed profitable.

04 / Pricing

One Tier. No Gimmicks. No Upsells.

Early Access pricing is locked for founding members. When the waitlist closes, price increases.

Founding Member
Early Access
$49/ month

Billed monthly. Cancel anytime.

  • Daily ECM z-score update (08:30 ET)
  • Entry signal — LONG or SHORT, with context
  • Exit signal — z_exit threshold notification
  • β hedge ratio + γ coefficient included
  • Pre-flight gate status (vol + correlation)
  • Delivered directly to Telegram
  • Founding member rate — locked for life
⬡ 20 founding member seats available
05 / Join the Waitlist

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06 / Transparency

What This Is.
What It Isn't.

WHAT IT IS
  • A quantitative research signal based on confirmed statistical cointegration between TQQQ and XLK.
  • A Telegram notification when the ECM z-score crosses a validated entry threshold.
  • Full methodology disclosed. Math available on request.
WHAT IT ISN'T
  • Investment advice or a guaranteed return.
  • A high-frequency alert service or a black box.
  • A managed account, a broker, or registered with the SEC.

The best-parameter backtest produced 3 trades over 3 years. That's a small sample. We disclose this because it matters. The statistical mechanism is sound. The edge is unproven at scale. We are running it in shadow mode now. You are getting in early.

Risk Disclosure

Black Pine Lab provides quantitative research signals, not investment advice. Past performance does not guarantee future results. All trading involves substantial risk of loss. The ECM signal is based on historical cointegration and may fail in regime changes or structural breaks. Trade at your own risk. Not registered with the SEC or any regulatory body. Do your own due diligence.