Patents by Inventor Zia Chishti

Zia Chishti has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20240129407
    Abstract: A pairing module comprising a memory storing contact center information that i) identifies a first set of available agents that are available to be paired with a contact and ii) identifies a first set of available contacts that are waiting to be paired with an available agent. The pairing module further comprises a contact/agent (C/A) pair selector that functions occasionally read the memory to obtain contact center information and then use the obtained contact center information to pair available agents with available contacts.
    Type: Application
    Filed: October 19, 2023
    Publication date: April 18, 2024
    Applicant: Afiniti, Ltd.
    Inventors: Ittai KAN, Ain CHISHTY, Blake Jay RILEY, Zia CHISHTI
  • Patent number: 11936817
    Abstract: The present application is directed toward techniques for behavioral pairing in a task assignment system. In one particular embodiment, the techniques may be realized as a method for behavioral pairing in a task assignment system comprising: determining, by at least one computer processor communicatively coupled to and configured to operate in the task assignment system, at least one behavioral pairing constraint; and applying, by the at least one computer processor, the at least one behavioral pairing constraint to the task assignment system to controllably reduce performance of the task assignment system.
    Type: Grant
    Filed: February 22, 2023
    Date of Patent: March 19, 2024
    Assignee: Afiniti, Ltd.
    Inventors: Vikash Khatri, Zia Chishti, Jason Delker
  • Publication number: 20240089376
    Abstract: A method, system and program product, the method comprising: obtaining for each call in one set of calls a respective pattern representing multiple different respective data fields; obtaining performance data for the respective patterns of the calls; obtaining performance data for the respective agents; determining agent performance sensitivity to call pattern performance for agents in a set of agents comprising the agent performance data correlated to call performance data for the calls the agent handles; and matching a respective one of the agents from the set of agents to one of the calls based at least in part on the performance data for the respective pattern of the one call and on the agent sensitivity to call performance for the respective one agent of the set of agents.
    Type: Application
    Filed: November 16, 2023
    Publication date: March 14, 2024
    Applicant: Afiniti, Ltd.
    Inventors: Ittai KAN, Zia CHISHTI, Akbar A. MERCHANT
  • Patent number: 11922213
    Abstract: Techniques for behavioral pairing in a task assignment system are disclosed. In one particular embodiment, the techniques may be realized as a method for behavioral pairing in a task assignment system comprising: determining, by at least one computer processor communicatively coupled to and configured to operate in the task assignment system, a priority for each of a plurality of tasks; determining, by the at least one computer processor, an agent available for assignment to any of the plurality of tasks; and assigning, by the at least one computer processor, a first task of the plurality of tasks to the agent using a task assignment strategy, wherein the first task has a lower-priority than a second task of the plurality of tasks.
    Type: Grant
    Filed: January 15, 2021
    Date of Patent: March 5, 2024
    Assignee: AFINITI, LTD.
    Inventors: Ittai Kan, Zia Chishti, Vikash Khatri, James Edward Elmore
  • Patent number: 11915042
    Abstract: Techniques for behavioral pairing in a task assignment system are disclosed. In one particular embodiment, the techniques may be realized as a method for behavioral pairing in a task assignment system comprising: determining, by at least one computer processor communicatively coupled to and configured to operate in the task assignment system, a priority for each of a plurality of tasks; determining, by the at least one computer processor, an agent available for assignment to any of the plurality of tasks; and assigning, by the at least one computer processor, a first task of the plurality of tasks to the agent using a task assignment strategy, wherein the first task has a lower-priority than a second task of the plurality of tasks.
    Type: Grant
    Filed: January 15, 2021
    Date of Patent: February 27, 2024
    Assignee: AFINITI, LTD.
    Inventors: Ittai Kan, Zia Chishti, Vikash Khatri, James Edward Elmore
  • Patent number: 11876931
    Abstract: There are provided a method, a system configured to perform the method, and a computer program product comprising instructions which when executed by processing circuitry of the system cause the system to perform the method. The method comprises determining, by at least one computer processor communicatively coupled to and configured to operate in a contact center system, a plurality of available contacts, wherein each of the plurality of available contacts is available for pairing to an agent of a plurality of agents using either a first pairing strategy or a second pairing strategy, wherein the first pairing strategy is different from the second pairing strategy.
    Type: Grant
    Filed: May 20, 2022
    Date of Patent: January 16, 2024
    Assignee: AFINITI, LTD.
    Inventor: Zia Chishti
  • Patent number: 11863708
    Abstract: A method, system and program product, the method comprising: obtaining for each call in one set of calls a respective pattern representing multiple different respective data fields; obtaining performance data for the respective patterns of the calls; obtaining performance data for the respective agents; determining agent performance sensitivity to call pattern performance for agents in a set of agents comprising the agent performance data correlated to call performance data for the calls the agent handles; and matching a respective one of the agents from the set of agents to one of the calls based at least in part on the performance data for the respective pattern of the one call and on the agent sensitivity to call performance for the respective one agent of the set of agents.
    Type: Grant
    Filed: January 10, 2022
    Date of Patent: January 2, 2024
    Assignee: Afiniti, Ltd.
    Inventors: Ittai Kan, Zia Chishti, Akbar A. Merchant
  • Patent number: 11831808
    Abstract: A pairing module comprising a memory storing contact center information that i) identifies a first set of available agents that are available to be paired with a contact and ii) identifies a first set of available contacts that are waiting to be paired with an available agent. The pairing module further comprises a contact/agent (C/A) pair selector that functions occasionally read the memory to obtain contact center information and then use the obtained contact center information to pair available agents with available contacts.
    Type: Grant
    Filed: June 22, 2022
    Date of Patent: November 28, 2023
    Assignee: AFINITI, LTD.
    Inventors: Ittai Kan, Ain Chishty, Blake Jay Riley, Zia Chishti
  • Publication number: 20230362303
    Abstract: Techniques for data matching in a contact center system are disclosed. In one particular embodiment, the techniques may be realized as a method for data matching in a contact center system comprising determining, by at least one computer processor communicatively coupled to and configured to operate in the contact center system, an interaction event time associated with a historical contact interaction; determining, by the at least one computer processor, an outcome event time associated with a historical contact interaction outcome; analyzing, by the at least one computer processor, the interaction event time and the outcome event time to determine a correlation; and matching, by the at least one computer processor, the historical contact interaction with the historical contact interaction outcome based on the correlation.
    Type: Application
    Filed: July 13, 2023
    Publication date: November 9, 2023
    Applicant: Afiniti, Ltd.
    Inventor: Zia CHISHTI
  • Publication number: 20230283717
    Abstract: Techniques for benchmarking performance in a contact center system are disclosed. In one particular embodiment, the techniques may be realized as a method for benchmarking contact center system performance comprising cycling, by at least one computer processor configured to perform contact center operations, between a first contact-agent pairing strategy and a second contact-agent pairing strategy for pairing contacts with agents in the contact center system; determining an agent-utilization bias in the first contact-agent pairing strategy comprising a difference between a first agent utilization of the first contact-agent pairing strategy and a balanced agent utilization; and determining a relative performance of the second contact-agent pairing strategy compared to the first contact-agent pairing strategy based on the agent-utilization bias in the first contact-agent pairing strategy.
    Type: Application
    Filed: May 15, 2023
    Publication date: September 7, 2023
    Applicant: Afiniti, Ltd.
    Inventor: Zia CHISHTI
  • Patent number: 11743388
    Abstract: Techniques for data matching in a contact center system are disclosed. In one particular embodiment, the techniques may be realized as a method for data matching in a contact center system comprising determining, by at least one computer processor communicatively coupled to and configured to operate in the contact center system, an interaction event time associated with a historical contact interaction; determining, by the at least one computer processor, an outcome event time associated with a historical contact interaction outcome; analyzing, by the at least one computer processor, the interaction event time and the outcome event time to determine a correlation; and matching, by the at least one computer processor, the historical contact interaction with the historical contact interaction outcome based on the correlation.
    Type: Grant
    Filed: June 21, 2022
    Date of Patent: August 29, 2023
    Assignee: Afiniti, Ltd.
    Inventor: Zia Chishti
  • Patent number: 11695872
    Abstract: Techniques for benchmarking performance in a contact center system are disclosed. In one particular embodiment, the techniques may be realized as a method for benchmarking contact center system performance comprising cycling, by at least one computer processor configured to perform contact center operations, between a first contact-agent pairing strategy and a second contact-agent pairing strategy for pairing contacts with agents in the contact center system; determining an agent-utilization bias in the first contact-agent pairing strategy comprising a difference between a first agent utilization of the first contact-agent pairing strategy and a balanced agent utilization; and determining a relative performance of the second contact-agent pairing strategy compared to the first contact-agent pairing strategy based on the agent-utilization bias in the first contact-agent pairing strategy.
    Type: Grant
    Filed: May 16, 2022
    Date of Patent: July 4, 2023
    Assignee: Afiniti, Ltd.
    Inventor: Zia Chishti
  • Publication number: 20230208974
    Abstract: Techniques for behavioral pairing in a task assignment system are disclosed. In one particular embodiment, the techniques may be realized as a method for behavioral pairing in a task assignment system comprising: determining, by at least one computer processor communicatively coupled to and configured to operate in the task assignment system, at least one behavioral pairing constraint; and applying, by the at least one computer processor, the at least one behavioral pairing constraint to the task assignment system to controllably reduce performance of the task assignment system.
    Type: Application
    Filed: February 22, 2023
    Publication date: June 29, 2023
    Applicant: Afiniti, Ltd.
    Inventors: Vikash KHATRI, Zia CHISHTI, Jason DELKER
  • Patent number: 11611659
    Abstract: Techniques for behavioral pairing in a task assignment system are described. In one particular embodiment, the techniques may be realized as a method for behavioral pairing in a task assignment system comprising: determining, by at least one computer processor communicatively coupled to and configured to operate in the task assignment system, at least one behavioral pairing constraint; and applying, by the at least one computer processor, the at least one behavioral pairing constraint to the task assignment system to controllably reduce performance of the task assignment system.
    Type: Grant
    Filed: January 29, 2021
    Date of Patent: March 21, 2023
    Assignee: Afiniti, Ltd.
    Inventors: Vikash Khatri, Zia Chishti, Jason Delker
  • Patent number: 11595522
    Abstract: Techniques for workforce management in a contact center system are disclosed. In one particular embodiment, the techniques may be realized as a method for workforce management in a contact center system comprising generating historical workforce data regarding an agent workforce capacity of the contact center system, and initiating an increase or decrease to an agent workforce of the contact center system based at least in part on the historical workforce data to increase an amount of choice among available agents or waiting contacts.
    Type: Grant
    Filed: March 3, 2021
    Date of Patent: February 28, 2023
    Assignee: AFINITI, LTD.
    Inventors: Zia Chishti, Ittai Kan, Ain Chishty, Blake Jay Riley
  • Patent number: 11509768
    Abstract: Techniques for hybrid behavioral pairing in a contact center system are disclosed. In one embodiment, the techniques may be realized as a method for hybrid behavioral pairing in a contact center system comprising: determining a first ordering of a plurality of contacts according to a behavioral pairing strategy with a balanced contact utilization; determining a second ordering of the plurality of contacts according to a performance-based routing strategy with an unbalanced contact utilization; determining a third ordering of the plurality of agents according to a combination of the first ordering and the second ordering having a skewed contact utilization between the balanced contact utilization and the unbalanced contact utilization; and outputting a hybrid behavioral pairing model based on the third ordering for connecting an agent to a contact of the plurality of contacts in the contact center system.
    Type: Grant
    Filed: August 18, 2020
    Date of Patent: November 22, 2022
    Assignee: Afiniti, Ltd.
    Inventors: Zia Chishti, Vikash Khatri
  • Publication number: 20220329695
    Abstract: A pairing module comprising a memory storing contact center information that i) identifies a first set of available agents that are available to be paired with a contact and ii) identifies a first set of available contacts that are waiting to be paired with an available agent. The pairing module further comprises a contact/agent (C/A) pair selector that functions occasionally read the memory to obtain contact center information and then use the obtained contact center information to pair available agents with available contacts.
    Type: Application
    Filed: June 22, 2022
    Publication date: October 13, 2022
    Applicant: Afiniti, Ltd.
    Inventors: Ittai KAN, Ain CHISHTY, Blake Jay RILEY, Zia CHISHTI
  • Patent number: 11467869
    Abstract: Techniques for benchmarking pairing strategies in a task assignment system are disclosed. In one particular embodiment, the techniques may be realized as a method for benchmarking pairing strategies in a task assignment system comprising determining first and second pluralities of historical task assignments paired using first and second pairing strategies, respectively, during a first period, determining a value attributable to each task of the first plurality of historical task assignments and the second plurality of historical task assignments during a second period after the first period, determining a difference in performance between the first and second pairing strategies based on the value attributable to each task during the second period, and outputting the difference in performance between the first pairing strategy and the second pairing strategy for benchmarking at least the first pairing strategy and the second pairing strategy.
    Type: Grant
    Filed: December 17, 2019
    Date of Patent: October 11, 2022
    Assignee: Afiniti, Ltd.
    Inventors: Zia Chishti, David Zachary Hudson, Phil Davis, Akbar A. Merchant, Ittai Kan
  • Patent number: 11470198
    Abstract: Techniques for behavioral pairing in a contact center system are disclosed. In one particular embodiment, the techniques may be realized as a method for pairing in a contact center including ordering one or more contacts, ordering one or more agents, comparing a first difference in ordering between a first contact and a first agent in a first pair with a second difference in ordering between a second contact and a second agent in a second pair, and selecting the first pair or the second pair for connection based on the comparing, wherein the first contact and the second contact are different or the first agent and the second agent are different.
    Type: Grant
    Filed: January 21, 2021
    Date of Patent: October 11, 2022
    Assignee: AFINITI, LTD.
    Inventor: Zia Chishti
  • Publication number: 20220321702
    Abstract: Techniques for data matching in a contact center system are disclosed. In one particular embodiment, the techniques may be realized as a method for data matching in a contact center system comprising determining, by at least one computer processor communicatively coupled to and configured to operate in the contact center system, an interaction event time associated with a historical contact interaction; determining, by the at least one computer processor, an outcome event time associated with a historical contact interaction outcome; analyzing, by the at least one computer processor, the interaction event time and the outcome event time to determine a correlation; and matching, by the at least one computer processor, the historical contact interaction with the historical contact interaction outcome based on the correlation.
    Type: Application
    Filed: June 21, 2022
    Publication date: October 6, 2022
    Inventor: Zia CHISHTI