Smart Order Routing (SOR) - Key points for Traders and Heads of Trading
Quod Financial’s Adaptive Smart Order Router (ASOR) executes routing strategies across fragmented markets by combining real-time market data, configurable routing logic, and integrated execution analytics.
The ASOR supports low-touch and high-touch workflows through predefined and easily configurable routing rules (e.g., routing by instrument, client, specific algorithm, DMA, or high-touch workflows).
The router can be configured via a real-time web interface and supports highly customized strategies using 450+ parameters.
Best execution and TCA capabilities allow teams to review execution outcomes and improve routing behavior over time using historical performance against benchmarks.
Markets Covered by Quod SOR
Quod’s SOR is designed for multi-asset workflows and is described on this page for Equities, Derivatives, and FX, with asset-class specific routing behavior and controls.
What is Smart Order Routing (SOR)?
Smart Order Routing (SOR) is an automated execution capability that applies configurable routing rules and real-time market intelligence to determine where and how to place an order (or order slices) across one or multiple venues—supporting consistent execution outcomes in fragmented markets.
Who Quod SOR is for
Trading firms and market participants that require configurable routing logic, supervision controls, and execution evidence in fast-moving markets
What you get with Quod SOR
With over 14 years of experience, Quod Financial offers the most powerful and customizable Smart Order Routing solution available in the market in the Americas, Europe, the Middle East, and Asia. Quod's Lit/Dark Smart Order Router uses real-time data including AI/ML analysis of markets to make microsecond-based execution decisions. Our SOR can be configured using a real-time web interface that allows for highly customized strategies using 450+ parameters.
Easy Configurations
Our implementation of machine learning (ML) introduces real-time recommendations to our clients. With over 400+ configurable parameters in our SOR, our automated feedback helps clients know how to achieve the best results in real time.
Unrivalled Order Management Rules
Our order rules functionality allows any inbound orders to be categorized and acted on automatically based on predefined and configurable criteria. Example rules include routing by instrument, client, specific algo, DMA, or high-touch process.
Intelligent Behaviour
Our implementation of machine learning (ML) introduces real-time recommendations to our clients. With over 400+ configurable parameters in our SOR, our automated feedback helps clients know how to achieve the best results in real time.
Powerful Best Execution Package
Powerful Best Execution Package
Our implementation of machine learning (ML) introduces real-time recommendations to our clients. With over 400+ configurable parameters in our SOR, our automated feedback helps clients know how to achieve the best results in real time.
Best Execution, Compliance
and Strategic Execution
Quod provides powerful Best Execution reporting to give specific details on every step of the execution decision process. This includes market conditions at the time of the event, a decision-by-decision breakdown, and an attached benchmark to measure execution performance. This provides essential tools for regulatory compliance as well as crucial information to clients and traders.
To achieve optimal execution performance and profitability, it is crucial to have access to high-quality data and intelligence to continually evaluate your execution strategies. This involves conducting detailed analyses, such as reviewing venue performance and assessing trading costs (or spread capture). The same data is then reused by the algorithms in order to improve performance over time.
Data Sources and Connectivity
With an estimated 80-plus trading venues in Europe and the US alone, fragments of liquidity are everywhere. This is where conventional order management and simplistic routing systems falter – and our Adaptive SOR makes the difference.
Advanced Order Routing Logic
Our SOR consolidates transparent liquidity in different venues giving you a clear view of the markets. But it goes further, to seek out non-transparent liquidity residing in algorithms, such as Iceberg orders, or dark venues. The result is the ability to dynamically make new execution decisions as market conditions evolve during the lifecycle of an order.
Transparency and Control
SOR Capabilities for Equities, FX, and Derivatives
Deployment and adoption
Quod’s SOR is designed for incremental adoption: firms can start with defined order flows and routing behaviors, then expand configuration as execution requirements evolve.
Outcomes through supervision
The goal is to introduce routing logic in a controlled way while maintaining visibility into decisions and outcomes through supervision tooling and execution reporting.
How the Adaptive Smart Order Router works
The Quod Adaptive SOR is designed to execute a chosen strategy by continuously updating routing decisions as market conditions evolve
1
Ingest
Ingest real-time market data and execution signals to assess current conditions.
2
Evaluate
Evaluate key routing variables (price, liquidity, latency, fees/cost, volatility, execution probability, rejection rates, market impact, and more) to select an execution path.
3
Routing
Apply configurable routing rules to categorize inbound orders and route them by instrument, client, algorithm choice, DMA or high-touch workflows.
4
Seeking
Seek liquidity across lit and dark pools using adaptive and statistical behavior to prioritize real liquidity and reduce signaling risk.
5
Tooling
Supervise and control exceptions through operational tooling (rejects, abnormal orders, and supervision workflows).
6
Review
Review outcomes using best execution and TCA analytics to improve routing behavior over time using historical performance vs benchmarks.
SOR Variables and Configurations
These variables are used to tune routing behavior and venue selection per asset class (e.g., FX venue limits, derivatives position constraints), while maintaining consistent governance and execution review.
- Price
- Cost
- Broker/venue preferences (and forbidden venues)
- Hit Ratios
- Volatility
- Probability of execution
- Latencies
- Venue limits (for FX)
- Position (for derivatives)
- Last Look aware
- Liquidity hunting (for ghost liquidity)
- Level of Market Depth
- Rejection Rates
- Market Impact
- Transaction Costs
- Internalization (executing simultaneously on internal and public)
Use Case: SaaS Lit & Dark Smart Order Routing for European Equities
An international agency brokerage deployed Quod Financial Adaptive Smart Order Routing (ASOR) to upgrade European equities execution across fragmented markets. The objective was to run liquidity-seeking routing across lit venues and dark pools, deliver MiFID Best Execution reporting + TCA, and extend connectivity across 20+ brokers/dark pools and 10+ European exchanges/MTFs through Quod’s connectivity layer.
Business need
- Execute European equities efficiently across lit + dark liquidity in a fragmented venue landscape
- Provide governance-grade best execution evidence (MiFID) with TCA for oversight and client reporting
- Scale venue access quickly (broad broker + exchange/MTF coverage) without rebuilding the stack
What Quod delivered
- Adaptive Smart Order Routing (ASOR) with Lit/Dark routing logic to seek and capture liquidity across venue types
- Integrated Best Execution reporting + TCA to review decisions and outcomes against benchmarks
- SaaS deployment with connectivity via Quod AEP / QuodNET (as described in the case study)
FAQ
Frequently Asked Questions
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