Patents Assigned to Afiniti, Ltd.
  • Publication number: 20220156675
    Abstract: Techniques for behavioral pairing in a dispatch center system are disclosed. In one particular embodiment, the techniques may be realized as a method for behavioral pairing in a dispatch center system comprising determining, by at least one computer processor communicatively coupled to and configured to operate in the dispatch center system, a dispatch request for a customer; determining, by the at least one computer processor, a plurality of field agents available to service the customer's dispatch request; determining, by the at least one computer processor, a model of preferred field agent—customer pairings based at least in part on historical field agent—customer interaction outcome data; selecting, by the at least one computer processor, one of the plurality of field agents based on the model; and outputting, by the at least one computer processor, the selection to facilitate dispatching the selected field agent to the customer.
    Type: Application
    Filed: January 28, 2022
    Publication date: May 19, 2022
    Applicant: Afiniti, Ltd.
    Inventor: Robert Gardner DUNN
  • Publication number: 20220131977
    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: January 10, 2022
    Publication date: April 28, 2022
    Applicant: Afiniti, Ltd.
    Inventors: Ittai KAN, Zia CHISHTI, Akbar A. MERCHANT
  • Patent number: 11316978
    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: July 13, 2020
    Date of Patent: April 26, 2022
    Assignee: Afiniti, Ltd.
    Inventor: Zia Chishti
  • Patent number: 11290595
    Abstract: A method is provided. The method comprises associating a first pairing strategy to a first plurality of contacts during a first period of time, associating a second pairing strategy that is different from the first pairing strategy to a second plurality of contacts during a second period of time later than the first period of time, and associating a third pairing strategy that is different from the first pairing strategy to a third plurality of contacts during a third period of time later than the second period of time. The method also comprises determining a first performance measurement based on outcomes of the first and second pluralities of contacts, determining a second performance measurement based on outcomes of the third plurality of contacts, and outputting data that enables a comparison of the first and second performance measurements.
    Type: Grant
    Filed: March 19, 2021
    Date of Patent: March 29, 2022
    Assignee: AFINITI, LTD.
    Inventor: Zia Chishti
  • Publication number: 20220094793
    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 behavioral pairing 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, a plurality of contacts available for connection to an agent; determining, by the at least one computer processor, a plurality of preferred contact-agent pairings among possible pairings between the agent and the plurality of contacts; selecting, by the at least one computer processor, one of the plurality of preferred contact-agent pairings according to a probabilistic network flow model; and outputting, by the at least one computer processor, the selected one of the plurality of preferred contact-agent pairings for connection in the contact center system.
    Type: Application
    Filed: November 30, 2021
    Publication date: March 24, 2022
    Applicant: Afiniti, Ltd.
    Inventors: Ittai KAN, Michael Richard KLUGERMAN, Blake Jay RILEY
  • Patent number: 11283930
    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: March 22, 2022
    Assignee: Afiniti, Ltd.
    Inventor: Zia Chishti
  • Patent number: 11283931
    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: March 22, 2022
    Assignee: Afiniti, Ltd.
    Inventor: Zia Chishti
  • Publication number: 20220078285
    Abstract: Techniques for sharing control of assigning tasks between an external pairing system and a task assignment system with an internal pairing system are disclosed. In one embodiment, the techniques may be realized as a method for sharing control of assigning tasks between an external pairing system and a task assignment system with an internal pairing system comprising receiving, from the task assignment system, a plurality of task pairing requests and an agent pairing request, wherein each task request of the plurality of task pairing requests is assigned to one of a first pairing strategy and a second pairing strategy. The agent pairing request may indicate an agent that is available for pairing. The method may further comprise transmitting, to the task assignment system, a pairing recommendation being based in part on the plurality of task pairing requests, the first pairing strategy, the second pairing strategy, and the agent pairing request.
    Type: Application
    Filed: November 16, 2021
    Publication date: March 10, 2022
    Applicant: Afiniti, Ltd.
    Inventors: Ain CHISHTY, Hassan AFZAL
  • Publication number: 20220078286
    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: Application
    Filed: November 15, 2021
    Publication date: March 10, 2022
    Applicant: Afiniti, Ltd.
    Inventor: Zia CHISHTI
  • Patent number: 11269682
    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: December 17, 2019
    Date of Patent: March 8, 2022
    Assignee: Afiniti, Ltd.
    Inventors: Ittai Kan, Zia Chishti, Vikash Khatri, James Edward Elmore
  • Patent number: 11265422
    Abstract: A method is provided. The method comprises associating a first pairing strategy to a first plurality of contacts during a first period of time, associating a second pairing strategy to a second plurality of contacts during a second period of time, associating a third pairing strategy to a third plurality of contacts during a third period of time, associating the first pairing strategy to a fourth plurality of contacts during a fourth period of time, associating the second pairing strategy to a fifth plurality of contacts during a fifth period of time, associating to a sixth plurality of contacts during a sixth period of time, determining a first performance measurement based on outcomes of the first, second, fourth, and fifth pluralities of contacts, determining a second performance measurement based on outcomes of the third and sixth pluralities of contacts, and outputting data that enables a comparison of the first and second performance measurements.
    Type: Grant
    Filed: March 18, 2021
    Date of Patent: March 1, 2022
    Assignee: AFINITI, LTD.
    Inventor: Zia Chishti
  • Patent number: 11265421
    Abstract: Techniques for estimating expected performance of a task assignment strategy in a task assignment system are disclosed. In one particular embodiment, the techniques may be realized as a method comprising receiving, by at least one computer processor communicatively coupled to a task assignment system, a plurality of historical agent task assignments; determining, by the at least one computer processor, a sample of the plurality based on a strategy for pairing agents with tasks; determining, by the at least one computer processor, an expected performance of the strategy based on the sample; outputting, by the at least one computer processor, the expected performance; and optimizing, by the at least one computer processor, the performance of the task assignment system based on the expected performance.
    Type: Grant
    Filed: July 16, 2020
    Date of Patent: March 1, 2022
    Assignee: AFINITI LTD.
    Inventors: Zia Chishti, Ittai Kan, Vikash Khatri
  • Patent number: 11265420
    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: July 13, 2020
    Date of Patent: March 1, 2022
    Assignee: Afiniti, Ltd.
    Inventor: Zia Chishti
  • Publication number: 20220060582
    Abstract: Techniques for decisioning behavioral pairing in a task assignment system are disclosed. In one particular embodiment, the techniques may be realized as a method for decisioning 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 plurality of possible task-agent pairings among at least one task waiting for assignment and at least one agent available for assignment; and selecting, by the least one computer processor for assignment in the task assignment system, a first task-agent pairing of the plurality of possible task-agent pairings based at least in part on a first offer set to be offered by the agent or a first compensation to be received by the agent.
    Type: Application
    Filed: November 3, 2021
    Publication date: February 24, 2022
    Applicant: Afiniti, Ltd.
    Inventors: Caroline O'BRIEN, Julian LOPEZ-PORTILLO, Karl GARBACIK, Ittai KAN
  • Patent number: 11258907
    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: August 24, 2020
    Date of Patent: February 22, 2022
    Assignee: Afiniti, Ltd.
    Inventors: Ittai Kan, Zia Chishti, Akbar A. Merchant
  • Patent number: 11258905
    Abstract: Techniques for error handling in a task assignment system with an external pairing system are disclosed. In one particular embodiment, the techniques may be realized as a method for error handling in a task assignment system with an external pairing system comprising transmitting a request for the external pairing system to select a first pairing between one or more tasks awaiting assignment and one or more agents available for assignment, the first pairing to be selected according to a first pairing strategy; determining a timeout window to wait for the external pairing system to provide a response that identifies the first pairing; detecting an expiration of the timeout window without receiving the response; and, in response to detecting the expiration of the timeout window, selecting a second pairing between the one or more tasks and the one or more agents, the second pairing being selected according to a second pairing strategy.
    Type: Grant
    Filed: January 29, 2021
    Date of Patent: February 22, 2022
    Assignee: Afiniti, Ltd.
    Inventor: Ain Chishty
  • Patent number: 11250359
    Abstract: Techniques for workforce management in a task assignment system are disclosed. In one particular embodiment, the techniques may be realized as a method for workforce management in a task assignment system comprising: determining, by at least one computer processor configured to operate in the task assignment system, a first efficiency level of a first task assignment strategy for a first number of agents to be employed in the task assignment system; determining, by the at least one computer processor, a second efficiency level of a second task assignment strategy for a second number of agents to be employed in the task assignment system; comparing, by the at least one computer processor, the first and second efficiency levels; and selecting, by the at least one computer processor, one of the first and second numbers of agents having the higher of the first and second efficiency levels.
    Type: Grant
    Filed: May 30, 2018
    Date of Patent: February 15, 2022
    Assignee: Afiniti, Ltd.
    Inventor: Denys Liubyvyi
  • Patent number: 11218597
    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 behavioral pairing 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, a plurality of contacts available for connection to an agent; determining, by the at least one computer processor, a plurality of preferred contact-agent pairings among possible pairings between the agent and the plurality of contacts; selecting, by the at least one computer processor, one of the plurality of preferred contact-agent pairings according to a probabilistic network flow model; and outputting, by the at least one computer processor, the selected one of the plurality of preferred contact-agent pairings for connection in the contact center system.
    Type: Grant
    Filed: November 9, 2020
    Date of Patent: January 4, 2022
    Assignee: Afiniti, Ltd.
    Inventors: Ittai Kan, Michael Richard Klugerman, Blake Jay Riley
  • Patent number: RE48860
    Abstract: Systems and methods are disclosed for estimating and assigning agent performance characteristics in a call routing center. Performance characteristics (e.g., sales rate, customer satisfaction, duration of call, etc.) may be assigned to an agent when the agent has made few calls relative to other agents or otherwise has a large error in their measure of one or more performance characteristics used for matching callers to agents (e.g., via a performance based or pattern matching routing method). A method includes identifying agents of a plurality of agents having a number of calls fewer than a predetermined number of calls (or an error in the performance characteristic exceeding a threshold), assigning a performance characteristic to the identified agents (that is different than the agent's actual performance characteristic), and routing a caller to one of the plurality of agents based on the performance characteristics of the plurality of agents.
    Type: Grant
    Filed: July 14, 2016
    Date of Patent: December 21, 2021
    Assignee: Afiniti, Ltd.
    Inventors: Zia Chishti, S. James P. Spottiswoode
  • Patent number: RE48896
    Abstract: Systems and methods are disclosed for estimating and assigning agent performance characteristics in a call routing center. Performance characteristics (e.g., sales rate, customer satisfaction, duration of call, etc.) may be assigned to an agent when the agent has made few calls relative to other agents or otherwise has a large error in their measure of one or more performance characteristics used for matching callers to agents (e.g., via a performance based or pattern matching routing method). A method includes identifying agents of a plurality of agents having a number of calls fewer than a predetermined number of calls (or an error in the performance characteristic exceeding a threshold), assigning a performance characteristic to the identified agents (that is different than the agent's actual performance characteristic), and routing a caller to one of the plurality of agents based on the performance characteristics of the plurality of agents.
    Type: Grant
    Filed: July 14, 2016
    Date of Patent: January 18, 2022
    Assignee: Afiniti, Ltd.
    Inventors: Zia Chishti, S. James P. Spottiswoode