IBEX

The Engine — “Inside the
Neural Reflex Engine

Inside the Neural Reflex Engine That Redefines Systematic Trading.

“Ibex VII is a self-adapting AI framework engineered to operate in the most dislocated,
policy-driven markets — converting volatility into precision and precision into alpha.”

See Engine Architecture Download Technical Whitepaper

The Intelligence Core

AI That Reacts — Not Predicts

Traditional quant systems depend on prediction models built from historic data. Ibex VII is data-independent. Its proprietary Neural Reflex Engine (NRE) is designed to react dynamically to order-book dislocations in real time — not forecast them.

  • Signal Recognition Layer: Detects volatility clusters & liquidity vacuums in <10 ms.
  • Reaction Layer: Computes directional confidence and exposure threshold per trade.
  • Execution Layer: Deploys, monitors, and auto-exits unproductive trades instantly.
AI that react not predect

Microstructure Intelligence

Precision Built for the Market’s Fastest Moments

The Ibex VII engine functions inside the microstructure — where trades are decided in milliseconds before the market reprices. It leverages real-time access to Level II / DOM feeds, multi-venue tick data, and deep order-book mapping to anticipate flow inefficiencies.

System Advantages:

  • Decision latency: under 10 milliseconds from signal to fill.
  • Order accuracy: ≥99.8% verified fills across FIX-tag logs.
  • Adaptive throttling: dynamically reduces exposure below 2% during market instability.

The most profitable trades occur within chaos — and Ibex VII is the only system built to exploit it.”
— Mirza Zulfiqar Ali, Director, Ibex Technology Organization

Execution Integrity

Every Trade. Every Millisecond. Verified.

Verification Process:

  • Each trade routed through FCA/ASIC-regulated brokers (AXI, Alchemy).
  • Latency timestamps synchronized via NTP atomic clocks.
  • Execution & exit logs hashed to SHA-256 for tamper-proof audit trail.
  • Investor-accessible reports via Ibex Institutional Portal.

Technical Metrics Table

Metric Value Verification Source
Execution latency 8.2 ms FIX tag (11) & (17)
Fill accuracy 99.8% Broker report
Average trade duration 4.2 sec NRE logs
Max slippage 0.12 pips Alchemy audit

 Ibex VII’s performance integrity is verified through FIX-tag traceability, third-party brokerage audits,
and cryptographic validation of every execution cycle.

Adaptive Evolution

Machine Learning That Evolves With Every Dislocation

Ibex VII learns not from backtests — but from market experience.
Its adaptive reinforcement learning protocol rebalances parameter weightings continuously, preserving performance consistency under shifting volatility regimes.

Evolution Loop:

  • Trade cluster analysis.
  • Reward/penalty adjustment for micro-decisions.
  • Parameter mutation across 3 million+ training events.
  • Continuous AI “re-seeding” for structural adaptability.

Sustained monthly alpha across 6 distinct volatility regimes since Q3 2025

The Edge: Risk Discipline

AI Without Discipline Is Random. Ibex VII Is Surgical.

The Ibex VII system imposes a hard-coded risk governor that cannot be overridden. Capital allocation and exposure are dynamically constrained within strict institutional thresholds, ensuring stability even in the face of sudden dislocation.

Key Safeguards:

  • Auto-trade freeze at 2% live exposure.
  • Instant exit logic for loss streak >2 consecutive trades.
  • Liquidity fragmentation detection halts trading until reconvergence.
  • Continuous broker-side verification through FIX heartbeat monitoring.

Risk is not an afterthought — it’s built into every decision cycle.” —
Raphaël Ribeaucourt, Head of Institutional Relations, Europe

Institutional Integration

Engineered to Work Within Regulated Infrastructure.

Ibex VII operates seamlessly under FCA and ASIC regulatory environments through partnerships with ATC Brokers, AXI Corp, and Alchemy Markets.
Each broker integration ensures full segregation of investor funds, FIX log auditing, and direct investor access to live-trade telemetry.

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The Proof of Superiority

Measured Against the Best. Surpassing Them All.

Fund Performance Comparison

Fund / Engine Monthly Return Max Drawdown Sharpe Calmar Duration
Ibex VII (AXI) 23.67% 1.6% 19.4 18.2 30 days
Renaissance Medallion 4.9% 7.3% 2.1 1.8 30 days
Bridgewater Pure Alpha 3.1% 4.6% 1.6 1.4 30 days
Two Sigma Absolute Return 2.9% 5.1% 1.9 1.6 30 days

Summary Statement

Ibex VII’s institutional-grade AI has not only matched but surpassed legacy
quant systems in profitability, drawdown stability, and latency precision —
establishing a new benchmark in systematic alpha generation.

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