Now in production · Quantum-enhanced since 2024

Your Quantum-Quantitative
Trading Pipeline,
Fully Engineered

End-to-end alpha generation powered by classical infrastructure + quantum advantage — from raw market data ingestion to live order execution.

<50μs
Execution Latency
99.99%
System Uptime
15+
Asset Classes
10B+
Daily Signals

The Full Quant Stack

Three integrated layers — each precision-engineered, each quantum-enhanced where it matters most.

Data Ingestion

WebSocket & FIX protocol feeds delivering tick-by-tick normalization across equities, futures, options, crypto, and forex. Quantum-accelerated normalisation for ultra-low latency preprocessing.

Signal Engine

Hybrid classical + quantum ML alpha models — gradient boosting, LSTMs, variational quantum circuits, and quantum kernel SVMs — computing 200+ real-time factors with walk-forward validation.

Execution Layer

Sub-millisecond smart order routing via TWAP/VWAP, implementation shortfall optimisation, DMA to prime brokers, and quantum-annealed portfolio rebalancing at co-located infrastructure.

From Tick to Trade in Microseconds

Animated data flow across the complete Hybrid Quantum-Quantitative Pipeline. Each layer is isolated, observable, and independently scalable.

Data Layer
Signal Layer
Quantum Optimizer
Execution Layer
Monitoring
Market Data Feeds WebSocket · FIX · ITCH Normalizer / Data Lake Arctic · Parquet · TimescaleDB Feature Engineering Momentum · Vol Surface · 200+ Factors Alternative Data Sentiment · Satellite · Order Flow Historical DB Tick · OHLCV · Options Chain Signal Generator Hybrid QML: LSTM · Transformers · VQC · Quantum Kernel SVM Alpha Signals IC · Signal Decay · Z-Score Risk Engine VaR · CVaR · Kelly · Kill Switch Portfolio Optimizer Mean-Variance · Factor Exposure ⚛ Quantum Optimizer D-Wave Annealing · QUBO · Variational Quantum Eigensolver Order Management Pre-Trade Risk · Limit Checks · OMS Smart Router TWAP · VWAP · SOR · DMA Position Manager Delta · Gamma · Exposure Limits Compliance Reg · Circuit Breaker · Audit Log Exchange / Broker API FIX · REST · WebSocket · Co-location Monitoring / Performance Attribution Grafana · Prometheus · PnL · Sharpe · Factor Decomposition

Every Layer. Fully Optimized.

Six precision-engineered modules forming a complete hybrid quantum-quantitative trading stack.

Real-Time Data Ingestion

WebSocket & FIX protocol feeds with tick-by-tick normalisation and multi-venue aggregation. Supports equities, futures, options, crypto, and forex across 15+ asset classes.

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Factor & Feature Engineering

Momentum, mean-reversion, volatility surface, and 200+ technical indicators computed in real time. Quantum kernel methods for non-linear feature extraction beyond classical PCA.

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Hybrid QML Signal Generation

Gradient boosting, LSTM, transformer-based, and variational quantum circuit alpha models. Walk-forward validation, IC tracking, and signal decay analysis baked in.

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Risk Management Engine

Real-time VaR, CVaR, and drawdown monitoring with position sizing via Kelly Criterion. Quantum Monte Carlo simulation for tail-risk estimation beyond classical methods.

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Backtesting & Simulation

Event-driven backtesting with realistic slippage, commission, and market impact models. Regime-conditioned performance attribution and quantum-annealed walk-forward optimisation.

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Smart Order Execution

TWAP/VWAP algorithms with implementation shortfall optimisation and co-location support. DMA and broker-neutral smart routing with sub-50μs latency benchmarking.

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Built for Alpha. Measured in Numbers.

Simulated performance across live deployments. Quantum-enhanced strategies show consistent edge over classical baselines.

2.47
Sharpe Ratio
+34.2%
Annualised Return
-8.1%
Max Drawdown
61.3%
Win Rate
2.4d
Avg Holding Period
0.12
Strategy Correlation
Long/Short Equity Statistical Arbitrage Momentum Market Making
Portfolio Equity Curve — Quantum-Enhanced vs. Classical Baseline

The Stack Behind the Edge

Battle-tested classical infrastructure fused with quantum computing primitives — no compromises on either side.

Languages
PythonC++Rust
Data Infrastructure
Apache KafkaTimescaleDBArcticParquet
ML & Quantum ML
PyTorchscikit-learnXGBoostRay Quantum Kernel Methods Variational Quantum Circuits D-Wave Leap Qiskit PennyLane
Optimisation
CVXPYCPLEX Quantum Annealing + Classical Hybrid Solvers
Infrastructure
KubernetesAWSDockerTerraform
Execution
FIX ProtocolITCHQuickFIX/JFPGA/ASIC
Monitoring
GrafanaPrometheusOpenTelemetry

Data Ingestion

Multi-venue WebSocket + FIX feeds → normalisation → Arctic/Parquet storage

Feature Engineering

200+ real-time factors via Python SDK + quantum kernel feature extraction

Hybrid QML Models

Classical LSTMs & transformers paired with variational quantum circuits

Risk Engine

Real-time VaR/CVaR + quantum Monte Carlo tail risk simulation

Quantum Optimiser

D-Wave annealing + QUBO formulation for portfolio construction at scale

Smart Execution

TWAP/VWAP/SOR with sub-50μs latency at co-located infrastructure

Monitoring & Attribution

Grafana dashboards · factor decomposition · live PnL streaming

Built for Institutional Edge

Proprietary Trading Desks

Full pipeline deployment in on-prem or hybrid cloud. Sub-millisecond latency with FIX integration to your prime broker. Quantum-annealed intraday portfolio rebalancing.

Quantitative Hedge Funds

Multi-strategy alpha platform with portfolio-level risk aggregation. Factor exposure management, quantum Monte Carlo drawdown forecasting, and full PnL attribution.

Systematic Traders & Quants

Python-first SDK. Plug in your own models — our infrastructure handles data ingestion, quantum feature extraction, execution, and production monitoring.

Live Ticker Intelligence

Type any ticker. Get instant quantum-quantitative recommendations from the full AgilityServ pipeline.

Initialising quantum annealing solver…
BUY
Confidence
87%
Quantum Edge Score
8.7/10
Expected Edge (5d)
+1.42%
Recommended Strategy
Momentum + Quantum Portfolio Optimization
Risk Score
Low
Live Order Book · Updated 300ms ago
PriceSizeCumulative
5-Day Forward Equity Curve (Quantum-Optimized)
Volatility Regime
Low
Factor Exposure
Momentum 68% • Mean-Rev 22%
Quantum Optimizer Edge
+0.84%
Risk-Adjusted Sharpe
2.61
Key Factors
Simulated output from AgilityServ Hybrid Quantum-Quantitative Pipeline  •  For demonstration only  •  Not financial advice

Ready to Engineer
Your Edge?

Whether you're launching your first systematic strategy or scaling a multi-portfolio platform — AgilityServ gives you the infrastructure to compete at institutional level.

Or email us at admin@agilityserv.com