First Look Order Matching for Liquidity Providers
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
In financial markets, particularly in foreign exchange, the 'second look' process creates uncertainty for liquidity takers as they wait for liquidity providers to accept or deny trading orders, leading to inefficiencies and potential losses due to the lack of immediate matching and performance tracking of fill rates.
Innovation Solution
Implementing a 'first look' process where orders from liquidity takers are immediately matched with liquidity providers having a target fill rate above a certain percentage, with real-time updates and performance reporting to ensure compliance and prevent future orders from being routed to underperforming providers.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If second look process is used for order matching, then liquidity providers have time to evaluate orders, but liquidity takers experience uncertainty and delays
Solution Approach 1:
The system performs preliminary actions by pre-screening and pre-matching orders against the liquidity provider's book before the formal execution step. The liquidity taker's order is immediately compared with available liquidity in the provider's book, and a match notification is sent back to the taker's system, allowing them to proceed with confidence before the provider formally executes.
2Loss of time
If immediate matching is implemented, then uncertainty is reduced, but performance tracking and compliance monitoring become more complex
Solution Approach 1:
The system implements comprehensive feedback mechanisms that automatically track and report match notification performance. Liquidity providers receive feedback on their fill rates and compliance with target metrics, while the system monitors and reports on the performance of the matching process itself, creating a closed-loop system that manages complexity through automated information flow.
3Reliability
If liquidity providers are given evaluation time, then order quality can be assessed, but market efficiency decreases
Solution Approach 1:
The matching process is segmented into distinct functional stages: immediate pre-screening of orders against the provider's book, notification to the taker's system, and subsequent formal execution by the provider. This segmentation allows the system to provide immediate feedback on potential matches while preserving the provider's ability to perform quality assessment before final execution, thereby maintaining both efficiency and reliability.
Data Source
AI summary
Various embodiments are directed to a trading system and method for matching orders between liquidity takers and liquidity providers. A memory stores instructions which, when executed, direct the processor to perform various actions, such as the following. The processor may receive from a liquidity taker, an order to trade on an exchange. The order is routed to at least one liquidity provider with a target fill rate above a specific percentage. A response is received from the at least one liquidity provider. Based on the received response, the processor may update an actual fill rate of the at least one liquidity provider. The processor may determine, based on comparing the liquidity provider's actual fill rate with the target fill rate, a level of performance for the at least one liquidity provider. The processor may transmit a report about the at least one liquidity provider's level of performance.