WO2022203636A1 - A system for carrying out transactions of buying and selling foreign exchange according to a spread rate - Google Patents

A system for carrying out transactions of buying and selling foreign exchange according to a spread rate Download PDF

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Publication number
WO2022203636A1
WO2022203636A1 PCT/TR2022/050259 TR2022050259W WO2022203636A1 WO 2022203636 A1 WO2022203636 A1 WO 2022203636A1 TR 2022050259 W TR2022050259 W TR 2022050259W WO 2022203636 A1 WO2022203636 A1 WO 2022203636A1
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WO
WIPO (PCT)
Prior art keywords
buying
foreign exchange
customer
selling
bank
Prior art date
Application number
PCT/TR2022/050259
Other languages
French (fr)
Inventor
Alara YALCIN
Original Assignee
Turkiye Garanti Bankasi Anonim Sirketi
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Turkiye Garanti Bankasi Anonim Sirketi filed Critical Turkiye Garanti Bankasi Anonim Sirketi
Publication of WO2022203636A1 publication Critical patent/WO2022203636A1/en

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/06—Asset management; Financial planning or analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/02—Banking, e.g. interest calculation or account maintenance
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/04—Trading; Exchange, e.g. stocks, commodities, derivatives or currency exchange

Definitions

  • the present invention relates to a system which enables bank customers to carry out a foreign exchange transaction in the related bank according to a spread rate set in the foreign exchange rates of the said bank and to give a buying and selling (exchange) advice to customers on the basis of the rate amount set by the bank.
  • Banks aim to balance the currency fluctuations in the foreign exchange and to make profit by determining a specific rate between transactions of buying and selling foreign exchange.
  • Banks can change the spread rates by regulating the pricing of buying and selling on a daily, hourly basis in foreign exchange transactions. Customers have to follow up the prices of buying and selling foreign exchange of banks so as to detect the time when the spread rate is minimum.
  • the United States patent document no. US7970671 discloses a system for carrying out the orders of bank customers for buying and selling foreign exchange automatically.
  • rules comprising the customers’ selections of currency conversion, value of exchange rate and range of exchange rate tolerance value are retrieved and saved in order to perform pricing automatically in transactions of buying and selling foreign exchange and when it is determined that the value of exchange rate included in the rules -that are set by the customers- occurs within the range of exchange rate tolerance value, transactions of buying and selling foreign exchange of customers are carried out by means of the type and volume of currency conversion selected by them.
  • the rules set by the customers are regulated and then a new value of exchange rate and range of exchange rate tolerance can be determined.
  • An objective of the present invention is to realize a system for carrying out transactions of buying and selling foreign exchange according to a spread rate which enables a customer to input an order for amount of currency, an order for spread of foreign exchange in transactions of buying and selling foreign exchange; ensures that the foreign exchange transaction of a customer is carried out automatically, upon the amount of currency and the amount of spread determined by the bank correspond to the amounts determined by the customer; enables to calculate the possibility of occurrence of the foreign exchange values for buying and selling determined by the customer in the future, upon the orders for buying and selling foreign exchange and rate of spread input by the customer are analysed via machine learning algorithms; to warn the customer in the event that the possibility of occurrence of the values of foreign exchange buying and selling input by the customer is low and to offer the optimum values of foreign exchange buying and selling to the customer.
  • Figure 1 is a schematic view of the inventive system for carrying out transactions of buying and selling foreign exchange according to a spread rate.
  • the inventive system (1) for carrying out transactions of buying and selling foreign exchange according to a spread rate which enables bank (B) customers (U) to carry out a foreign exchange transaction in the related bank according to a spread rate set in the foreign exchange rates of the said bank (B) and to give a buying and selling advice to customers (U) on the basis of the rate amount set by the bank (B) comprises: at least one electronic device (2) which is configured to enable the customer (U) to communicate with other persons; at least one application (3) which runs on the electronic device (2) and is configured to enable the customer (U) to view his/her account in the bank (B), the buying and selling prices in the foreign exchange rates determined by the bank (B); to enable the customer (U) to give a buying or selling order over the prices of buying and selling foreign exchange and to enable the customer (U) to input a spread order according to the prices of buying and selling foreign exchange in the bank (B); at least one server (4) which is in connection with the application (3) and financial services and configured to calculate the possibility of occurrence of the foreign exchange values for buying and selling
  • the electronic device (2) included in the inventive system (1) is a smart device such as mobile phone, tablet, computer configured to enable the customer (U) to communicate with other persons.
  • the electronic device (2) is configured to enable the customer (U) to carry out financial transactions with the bank (B) whereto the application (3) is connected, by enabling the customer (U) to run the application (3) by means of the input units located on thereof.
  • the application (3) included in the inventive system (1) is configured to enable the customer (U) to carry out transactions such as buying foreign exchange and selling foreign exchange without visiting the bank (B) by communicating with the bank (B).
  • the application (3) is configured to enable the customer (U) to view buying and selling prices of a plurality of foreign exchange rates determined by the bank (B) instantly, by means of an interface located on thereof.
  • the application (3) is configured to give an order for buying and selling foreign exchange by enabling the customer (U) to use the input units located in the electronic device (2) and enabling the customer (U) to determine the type of currency that s/he will buy or sell, the amount of currency to be traded, and the value of exchange rate corresponding to the amount of currency; and to give an order of spread by regulating the rate of spread in the customer’s (U) transaction of buying and selling foreign exchange.
  • the server (4) included in the inventive system (1) is configured to calculate the possibility of occurrence of the order for buying and selling foreign exchange, that is determined by the customer (U), within the time period determined by the customer (U) upon analysing the type of currency predetermined by the customer (U), the orders for buying and selling foreign exchange, the rates of spread in the transaction of buying and selling foreign exchange determined by the bank (B) instantly via machine learning algorithms by communicating with the application (3).
  • the server (4) is configured to create a warning message and then transmit the warning message to the application (3), in the event of calculating that the possibility of occurrence of the values for buying and selling foreign exchange input by the customer (U) is low within the predetermined period of time.
  • the server (4) is configured to ensure that the customer (U) is informed by detecting the optimum amounts of order for buying and selling foreign exchange for the customer (U) and then transmitting these amounts to the application (3), in the event of calculating that the possibility of occurrence of the values for buying and selling foreign exchange input by the customer (U) is low within the predetermined period of time.
  • the server (4) is configured to enable the customer (U) to regulate the orders for buying and selling foreign exchange, by sending warning messages to the customer (U) over the application (3) periodically when it detects that the amount of buying and selling foreign exchange it proposed to the customer (U) is not used by the customer (U), by communicating with the application (3).
  • the customer (U) runs the application (3) by using his/her electronic device (2).
  • the customer (U) can carry out financial transactions in the bank (B) whereto the application (3) is connected.
  • the customer (U) can create an order for buying and selling foreign exchange and an order of spread, by determining the type and the amount of currency that s/he will buy from the bank (B), by means of the application (3) in the system (1).
  • the server (4) calculates the possibility of occurrence of the orders for buying and selling foreign exchange of the customer (U) determined on the application (3), by analysing the amounts in the orders for buying and selling foreign exchange and the amounts in the rates of spread determined by the customer (U), via machine learning algorithms by communicating with the application (3) and in the event of detecting that the possibility of occurrence of the orders for buying and selling foreign exchange of the customer (U) is low, it creates a warning message and ensures that the orders for buying and selling foreign exchange of the customer (U) are regulated.
  • the inventive system (1) it is ensured to calculate the possibility of occurrence of the foreign exchange values for buying and selling determined by the customer (U) in the future by analysing the orders for buying and selling foreign exchange and rate of spread input by the customer (U), to warn the customer (U) in the event that the possibility of occurrence of the values of foreign exchange buying and selling input by the customer is low (U) and to offer the optimum values of foreign exchange buying and selling to the customer (U).

Abstract

The present invention relates to a system (1) which enables bank (B) customers (U) to carry out a foreign exchange transaction in the related bank according to a spread rate set in the foreign exchange rates of the said bank (B) and to give a buying and selling (exchange) advice to customers (U) on the basis of the rate amount set by the bank (B).

Description

A SYSTEM FOR CARRYING OUT TRANSACTIONS OF BUYING AND SELLING FOREIGN EXCHANGE ACCORDING TO A SPREAD RATE
Technical Field
The present invention relates to a system which enables bank customers to carry out a foreign exchange transaction in the related bank according to a spread rate set in the foreign exchange rates of the said bank and to give a buying and selling (exchange) advice to customers on the basis of the rate amount set by the bank.
Background of the Invention
Today, persons make use of their existing money and commodities in various investment environments. Persons can purchase stock exchange share, open a deposit account in a bank designated by them or get cryptocurrency from cryptocurrency exchanges. In addition, persons can divide their principal (capital) into different rates and then keep part of their money in Turkish lira; another part in precious metals such as gold, silver; or foreign currency units. They can buy physical foreign currency by visiting foreign exchange agencies in order to carry out transactions of buying and selling foreign exchange by means of their money or they can buy foreign currency from a bank on the basis of the foreign exchange rate determined by the said bank, by opening a foreign currency account in the bank. Foreign exchange rates determined by the actual market and the foreign exchange rates determined by the banks may be different from each other. Banks aim to balance the currency fluctuations in the foreign exchange and to make profit by determining a specific rate between transactions of buying and selling foreign exchange. Banks can change the spread rates by regulating the pricing of buying and selling on a daily, hourly basis in foreign exchange transactions. Customers have to follow up the prices of buying and selling foreign exchange of banks so as to detect the time when the spread rate is minimum. In the state of the art, there is no solution which calculates the possibility of occurrence of an order for foreign exchange buying and selling determined by the customer, upon the predetermined values of foreign exchange buying and selling of a bank customer are assessed together with the spread rates in the predetermined foreign exchange transactions of the customer; enables to warn the customer in the event that the possibility of occurrence of the values of foreign exchange buying and selling input by the customer is low and to offer the optimum values of foreign exchange buying and selling to the customer.
Due to the abovementioned reasons, there is need for a system which enables a customer to input an order for amount of currency, an order for spread of foreign exchange in transactions of buying and selling foreign exchange; ensures that the foreign exchange transaction of a customer is carried out automatically, upon the amount of currency and the amount of spread determined by the bank correspond to the amounts determined by the customer; enables to calculate the possibility of occurrence of the foreign exchange values for buying and selling determined by the customer in the future, upon the orders for buying and selling foreign exchange and rate of spread input by the customer are analysed via machine learning algorithms; to warn the customer in the event that the possibility of occurrence of the values of foreign exchange buying and selling input by the customer is low and to offer the optimum values of foreign exchange buying and selling to the customer.
The United States patent document no. US7970671, an application in the state of the art, discloses a system for carrying out the orders of bank customers for buying and selling foreign exchange automatically. In the system of the said invention, rules comprising the customers’ selections of currency conversion, value of exchange rate and range of exchange rate tolerance value are retrieved and saved in order to perform pricing automatically in transactions of buying and selling foreign exchange and when it is determined that the value of exchange rate included in the rules -that are set by the customers- occurs within the range of exchange rate tolerance value, transactions of buying and selling foreign exchange of customers are carried out by means of the type and volume of currency conversion selected by them. In the event that the value of exchange rate set by the customers does not occur within the range of exchange rate tolerance value, the rules set by the customers are regulated and then a new value of exchange rate and range of exchange rate tolerance can be determined.
Summary of the Invention
An objective of the present invention is to realize a system for carrying out transactions of buying and selling foreign exchange according to a spread rate which enables a customer to input an order for amount of currency, an order for spread of foreign exchange in transactions of buying and selling foreign exchange; ensures that the foreign exchange transaction of a customer is carried out automatically, upon the amount of currency and the amount of spread determined by the bank correspond to the amounts determined by the customer; enables to calculate the possibility of occurrence of the foreign exchange values for buying and selling determined by the customer in the future, upon the orders for buying and selling foreign exchange and rate of spread input by the customer are analysed via machine learning algorithms; to warn the customer in the event that the possibility of occurrence of the values of foreign exchange buying and selling input by the customer is low and to offer the optimum values of foreign exchange buying and selling to the customer.
Detailed Description of the Invention “A system for carrying out transactions of buying and selling foreign exchange according to a spread rate” realized to fulfil the objective of the present invention is shown in the figure attached, in which:
Figure 1 is a schematic view of the inventive system for carrying out transactions of buying and selling foreign exchange according to a spread rate.
The components illustrated in the figure are individually numbered, where the numbers refer to the following:
1. System
2. Electronic device
3. Application
4. Server U. Customer B. Bank
The inventive system (1) for carrying out transactions of buying and selling foreign exchange according to a spread rate which enables bank (B) customers (U) to carry out a foreign exchange transaction in the related bank according to a spread rate set in the foreign exchange rates of the said bank (B) and to give a buying and selling advice to customers (U) on the basis of the rate amount set by the bank (B) comprises: at least one electronic device (2) which is configured to enable the customer (U) to communicate with other persons; at least one application (3) which runs on the electronic device (2) and is configured to enable the customer (U) to view his/her account in the bank (B), the buying and selling prices in the foreign exchange rates determined by the bank (B); to enable the customer (U) to give a buying or selling order over the prices of buying and selling foreign exchange and to enable the customer (U) to input a spread order according to the prices of buying and selling foreign exchange in the bank (B); at least one server (4) which is in connection with the application (3) and financial services and configured to calculate the possibility of occurrence of the foreign exchange values for buying and selling determined by the customer (U) in the future by analysing the prices of orders for buying and selling foreign exchange predetermined by the customer (U) on the application (3) and the monetary transactions of the customer (U) in his/her bank (B) account via machine learning and to warn the customer in the event that the possibility of occurrence of the values of foreign exchange buying and selling input by the customer is low.
The electronic device (2) included in the inventive system (1) is a smart device such as mobile phone, tablet, computer configured to enable the customer (U) to communicate with other persons. The electronic device (2) is configured to enable the customer (U) to carry out financial transactions with the bank (B) whereto the application (3) is connected, by enabling the customer (U) to run the application (3) by means of the input units located on thereof.
The application (3) included in the inventive system (1) is configured to enable the customer (U) to carry out transactions such as buying foreign exchange and selling foreign exchange without visiting the bank (B) by communicating with the bank (B). The application (3) is configured to enable the customer (U) to view buying and selling prices of a plurality of foreign exchange rates determined by the bank (B) instantly, by means of an interface located on thereof. The application (3) is configured to give an order for buying and selling foreign exchange by enabling the customer (U) to use the input units located in the electronic device (2) and enabling the customer (U) to determine the type of currency that s/he will buy or sell, the amount of currency to be traded, and the value of exchange rate corresponding to the amount of currency; and to give an order of spread by regulating the rate of spread in the customer’s (U) transaction of buying and selling foreign exchange.
The server (4) included in the inventive system (1) is configured to calculate the possibility of occurrence of the order for buying and selling foreign exchange, that is determined by the customer (U), within the time period determined by the customer (U) upon analysing the type of currency predetermined by the customer (U), the orders for buying and selling foreign exchange, the rates of spread in the transaction of buying and selling foreign exchange determined by the bank (B) instantly via machine learning algorithms by communicating with the application (3). The server (4) is configured to create a warning message and then transmit the warning message to the application (3), in the event of calculating that the possibility of occurrence of the values for buying and selling foreign exchange input by the customer (U) is low within the predetermined period of time. The server (4) is configured to ensure that the customer (U) is informed by detecting the optimum amounts of order for buying and selling foreign exchange for the customer (U) and then transmitting these amounts to the application (3), in the event of calculating that the possibility of occurrence of the values for buying and selling foreign exchange input by the customer (U) is low within the predetermined period of time. The server (4) is configured to enable the customer (U) to regulate the orders for buying and selling foreign exchange, by sending warning messages to the customer (U) over the application (3) periodically when it detects that the amount of buying and selling foreign exchange it proposed to the customer (U) is not used by the customer (U), by communicating with the application (3).
Industrial Application of the Invention
In the inventive system (1), the customer (U) runs the application (3) by using his/her electronic device (2). The customer (U) can carry out financial transactions in the bank (B) whereto the application (3) is connected. The customer (U) can create an order for buying and selling foreign exchange and an order of spread, by determining the type and the amount of currency that s/he will buy from the bank (B), by means of the application (3) in the system (1). The server (4) calculates the possibility of occurrence of the orders for buying and selling foreign exchange of the customer (U) determined on the application (3), by analysing the amounts in the orders for buying and selling foreign exchange and the amounts in the rates of spread determined by the customer (U), via machine learning algorithms by communicating with the application (3) and in the event of detecting that the possibility of occurrence of the orders for buying and selling foreign exchange of the customer (U) is low, it creates a warning message and ensures that the orders for buying and selling foreign exchange of the customer (U) are regulated.
With the inventive system (1), it is ensured to calculate the possibility of occurrence of the foreign exchange values for buying and selling determined by the customer (U) in the future by analysing the orders for buying and selling foreign exchange and rate of spread input by the customer (U), to warn the customer (U) in the event that the possibility of occurrence of the values of foreign exchange buying and selling input by the customer is low (U) and to offer the optimum values of foreign exchange buying and selling to the customer (U).
Within these basic concepts; it is possible to develop various embodiments of the inventive system (1) system for carrying out transactions of buying and selling foreign exchange according to a spread rate; the invention cannot be limited to examples disclosed herein and it is essentially according to claims.

Claims

1. A system (1) for carrying out transactions of buying and selling foreign exchange according to a spread rate which enables bank (B) customers (U) to carry out a foreign exchange transaction in the related bank according to a spread rate set in the foreign exchange rates of the said bank (B) and to give a buying and selling advice to customers (U) on the basis of the rate amount set by the bank (B); comprising at least one electronic device (2) which is configured to enable the customer (U) to communicate with other persons; at least one application (3) which runs on the electronic device (2) and is configured to enable the customer (U) to view his/her account in the bank (B), the buying and selling prices in the foreign exchange rates determined by the bank (B); to enable the customer (U) to give a buying or selling order over the prices of buying and selling foreign exchange and to enable the customer (U) to input a spread order according to the prices of buying and selling foreign exchange in the bank (B); and characterized by at least one server (4) which is in connection with the application (3) and financial services and configured to calculate the possibility of occurrence of the foreign exchange values for buying and selling determined by the customer (U) in the future by analysing the prices of orders for buying and selling foreign exchange predetermined by the customer (U) on the application (3) and the monetary transactions of the customer (U) in his/her bank (B) account via machine learning and to warn the customer in the event that the possibility of occurrence of the values of foreign exchange buying and selling input by the customer is low.
2. A system (1) for carrying out transactions of buying and selling foreign exchange according to a spread rate according to Claim 1; characterized by the electronic device (2) which is a smart device such as mobile phone, tablet, computer configured to enable the customer (U) to communicate with other persons.
3. A system (1) for carrying out transactions of buying and selling foreign exchange according to a spread rate according to Claim 1 or 2; characterized by the electronic device (2) which is configured to enable the customer (U) to carry out financial transactions with the bank (B) whereto the application (3) is connected, by enabling the customer (U) to run the application (3) by means of the input units located on thereof.
4. A system (1) for carrying out transactions of buying and selling foreign exchange according to a spread rate according to any of the preceding claims; characterized by the application (3) which is configured to enable the customer (U) to carry out transactions such as buying foreign exchange and selling foreign exchange without visiting the bank (B) by communicating with the bank (B).
5. A system (1) for carrying out transactions of buying and selling foreign exchange according to a spread rate according to any of the preceding claims; characterized by the application (3) which is configured to enable the customer (U) to view buying and selling prices of a plurality of foreign exchange rates determined by the bank (B) instantly, by means of an interface located on thereof.
6. A system (1) for carrying out transactions of buying and selling foreign exchange according to a spread rate according to any of the preceding claims; characterized by the application (3) which is configured to give an order for buying and selling foreign exchange by enabling the customer (U) to use the input units located in the electronic device (2) and enabling the customer (U) to determine the type of currency that s/he will buy or sell, the amount of currency to be traded, and the value of exchange rate corresponding to the amount of currency; and to give an order of spread by regulating the rate of spread in the customer’s (U) transaction of buying and selling foreign exchange.
7. A system (1) for carrying out transactions of buying and selling foreign exchange according to a spread rate according to any of the preceding claims; characterized by the server (4) which is configured to calculate the possibility of occurrence of the order for buying and selling foreign exchange, that is determined by the customer (U), within the time period determined by the customer (U) upon analysing the type of currency predetermined by the customer (U), the orders for buying and selling foreign exchange, the rates of spread in the transaction of buying and selling foreign exchange determined by the bank (B) instantly via machine learning algorithms by communicating with the application (3).
8. A system (1) for carrying out transactions of buying and selling foreign exchange according to a spread rate according to any of the preceding claims; characterized by the server (4) which is configured to create a warning message and then transmit the warning message to the application (3), in the event of calculating that the possibility of occurrence of the values for buying and selling foreign exchange input by the customer (U) is low within the predetermined period of time.
9. A system (1) for carrying out transactions of buying and selling foreign exchange according to a spread rate according to any of the preceding claims; characterized by the server (4) which is configured to ensure that the customer (U) is informed by detecting the optimum amounts of order for buying and selling foreign exchange for the customer (U) and then transmitting these amounts to the application (3), in the event of calculating that the possibility of occurrence of the values for buying and selling foreign exchange input by the customer (U) is low within the predetermined period of time.
10. A system (1) for carrying out transactions of buying and selling foreign exchange according to a spread rate according to any of the preceding claims; characterized by the server (4) which is configured to enable the customer (U) to regulate the orders for buying and selling foreign exchange, by sending warning messages to the customer (U) over the application (3) periodically when it detects that the amount of buying and selling foreign exchange it proposed to the customer (U) is not used by the customer (U), by communicating with the application (3).
PCT/TR2022/050259 2021-03-23 2022-03-23 A system for carrying out transactions of buying and selling foreign exchange according to a spread rate WO2022203636A1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
TR202105278 2021-03-23
TR2021/005278 2021-03-23

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WO2022203636A1 true WO2022203636A1 (en) 2022-09-29

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Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050015323A1 (en) * 2003-07-03 2005-01-20 David Myr Machine learning automatic order transmission system for sending self-optimized trading signals
US20210065296A1 (en) * 2018-03-26 2021-03-04 Ziggurat Technologies, Inc. Intelligent trading and risk management framework

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050015323A1 (en) * 2003-07-03 2005-01-20 David Myr Machine learning automatic order transmission system for sending self-optimized trading signals
US20210065296A1 (en) * 2018-03-26 2021-03-04 Ziggurat Technologies, Inc. Intelligent trading and risk management framework

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