Trading Price Validation Addressing the risk of contributing bad prices from automated systems The risk Pain points Financial institutions are contributing millions of prices across thousands of instruments every day using a variety of automated price generation engines. These prices are also used by automated trading engines to trade large volumes across multiple asset classes. Many factors affect the quality of the generated prices and the risk of anomalous prices being quoted to markets or clients is real. The contributor of poor prices is exposed to the risk of costly trades. Losses may be significant in addition to the reputational damage that results from the distribution of poor, out of market prices – but could be avoided through price validation. In a typical trading environment, market prices are fed to the pricing applications from multiple sources via a market data distribution system. Priced flow to the trading applications usually via a low latency middleware bus or potentially multiple buses for different applications. Clients Equities Execution Venues Fixed Derivs Income 3 4 Trading & Execution Platforms Market Making Execution Mgmt Internalisation Price Distribution Order Mgmt Algos 2 Low-latency message bus Direct Feeds Aggregated Data Feeds FX Trade Processing 1 Market Data 5 Pricing Engines Clearing & Settlement/Post-trade Other Data Feeds CCPs Internal apps External services/venues Key monitoring points Common issues Many things can and do go wrong and incorrect prices can be used by trading applications or published to the market. Delayed incoming market data, high data volumes affecting system or network performance and physical faults are among common factors impacting pricing systems. Market prices Composite prices Client prices Once published to the execution venues, prices become potential targets for HFTs and other market participants that will exploit any significant deviations. Therefore each price should be checked and validated as it is published to ensure that it is within agreed parameters, such as: Alignment with current market rate Delta to previous prices based on standard deviation, absolute or relative difference, etc. (intra-day configurable options) Client skew within tolerance Deviation from average contributed price Custom calculations provided by a quant team (e.g. in the form of C++ or Java libraries) Delta Capita has extensive domain experience of advising, consulting, designing and delivering front office systems. Drawing on that experience, we have worked with best-of-breed solution providers to develop a real-time price validation solution that is unique to the market. How Delta Capita can helpand Technology Consulting Our approach Business We assist clients in selecting and implementing an appropriate price validation mechanism, which can be used across any asset classes. The nature of the validation depends on the latency requirements of the trading strategies. Every price is evaluated using solutions that act at the microsecond latency level. Where ultra low latency is not required, the validation can be implemented as a “speed bump”, stopping the flow while the validation takes place and guaranteeing price quality within the parameters set. The solutions can extend beyond price validation to the entire trading data flow, from incoming market data to trade processing. This offers a new level business visibility to senior decision makers. Delta Capita has extensive domain experience of delivering Front Office and metrics capture solutions. We have invested in intellectual property and partnering to accelerate the delivery of a comprehensive price validation solution. We recommend tools that have the best fit with each client’s unique requirements. We start with advisory to agree and document the business drivers and requirements, ideally beyond the core price validation objective. This provides the basis for defining the appropriate operating model, solution architecture and business case. We always ensure that we make maximum use of any relevant existing tools that can be part of the solution. The solution delivery often starts with a pilot implementation for one specific use case, covering a core set of requirements that demonstrate the functionality and latency impact. When these have been proven, the main implementation can begin. The effectiveness of the price validation solution increases as its scope expands. Incoming market data and all components (software and hardware) along the trading flow should be covered. Each user audience has different requirements and they can be all addressed, reusing the data and providing it in the right context and on the right level of detail. A staged approach can be used to extend the solution to cover all asset classes where price contribution is complex or susceptible to anomalies. Delta Capita can accelerate the time to delivery of a project to minimise the risk of contributing bad prices. We partner with vendors who provide solutions that can be configured to solve the price validation problem. We provide both the business and technology expertise to create an optimal solution. Head office: 9 Devonshire Square London EC2M 4YF Benelux office: Bijlmerdreef 101 1102BP Amsterdam Netherlands +44 (0)203 714 1870 +31 (0)20 233 9314 www.deltacapita.com [email protected] Asia office: 12 Marina Boulevard #17-01, Marina Bay Financial Centre Tower 3 Singapore, 018982 +65 6809 5113 Page 2 Please contact: Peter Kendall Associate Partner, Head of FI and Rates Delivery [email protected]
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