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).
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Patent number: 11595522Abstract: 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: GrantFiled: March 3, 2021Date of Patent: February 28, 2023Assignee: AFINITI, LTD.Inventors: Zia Chishti, Ittai Kan, Ain Chishty, Blake Jay Riley
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Patent number: 11509768Abstract: 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: GrantFiled: August 18, 2020Date of Patent: November 22, 2022Assignee: Afiniti, Ltd.Inventors: Zia Chishti, Vikash Khatri
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Publication number: 20220329695Abstract: 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: ApplicationFiled: June 22, 2022Publication date: October 13, 2022Applicant: Afiniti, Ltd.Inventors: Ittai KAN, Ain CHISHTY, Blake Jay RILEY, Zia CHISHTI
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Patent number: 11467869Abstract: 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: GrantFiled: December 17, 2019Date of Patent: October 11, 2022Assignee: Afiniti, Ltd.Inventors: Zia Chishti, David Zachary Hudson, Phil Davis, Akbar A. Merchant, Ittai Kan
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Patent number: 11470198Abstract: 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: GrantFiled: January 21, 2021Date of Patent: October 11, 2022Assignee: AFINITI, LTD.Inventor: Zia Chishti
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Publication number: 20220321702Abstract: 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: ApplicationFiled: June 21, 2022Publication date: October 6, 2022Inventor: Zia CHISHTI
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Patent number: 11445062Abstract: 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, information about a task waiting for assignment in the task assignment system; and selecting, by the at least one computer processor, a hold activity from a plurality of hold activities for the task based on the information about the task, wherein the selected hold activity is expected to improve performance of the task assignment system.Type: GrantFiled: August 26, 2019Date of Patent: September 13, 2022Assignee: Afiniti, Ltd.Inventors: Jason Delker, Zia Chishti
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Publication number: 20220286557Abstract: 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: ApplicationFiled: May 20, 2022Publication date: September 8, 2022Applicant: Afiniti, Ltd.Inventor: Zia CHISHTI
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Publication number: 20220272197Abstract: 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: ApplicationFiled: May 16, 2022Publication date: August 25, 2022Applicant: Afiniti, Ltd.Inventor: Zia CHISHTI
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Patent number: 11425248Abstract: 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 agents according to a behavioral pairing strategy with a balanced agent utilization; determining a second ordering of the plurality of agents according to a performance-based routing strategy with an unbalanced agent 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 agent utilization between the balanced agent utilization and the unbalanced agent utilization; and outputting a hybrid behavioral pairing model based on the third ordering for connecting a contact to an agent of the plurality of agents in the contact center system.Type: GrantFiled: July 6, 2020Date of Patent: August 23, 2022Assignee: Afiniti, Ltd.Inventors: Zia Chishti, Vikash Khatri
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Patent number: 11425249Abstract: 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: GrantFiled: November 15, 2021Date of Patent: August 23, 2022Assignee: AFINITI, LTD.Inventor: Zia Chishti
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Patent number: 11399096Abstract: 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: GrantFiled: November 29, 2017Date of Patent: July 26, 2022Assignee: Afiniti, Ltd.Inventor: Zia Chishti
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Patent number: 11381684Abstract: 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: GrantFiled: January 21, 2021Date of Patent: July 5, 2022Assignee: AFINITI, LTD.Inventor: Zia Chishti
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Patent number: 11363142Abstract: 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: GrantFiled: November 12, 2021Date of Patent: June 14, 2022Assignee: Afiniti, Ltd.Inventor: Zia Chishti
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Patent number: 11356556Abstract: 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: GrantFiled: November 9, 2020Date of Patent: June 7, 2022Assignee: Afiniti, Ltd.Inventor: Zia Chishti
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Publication number: 20220141340Abstract: In the field of telecommunications, methods, systems, and tangible, non-transitory computer-readable mediums comprising program code are disclosed that comprise receiving a first agent, a second agent, a third agent, and a fourth agent available for pairing to a contact; and selecting the first agent for pairing to the contact based on a pairing strategy, wherein the pairing strategy is configured such that if the third agent and fourth agent had not been available, the second agent would have been selected for pairing to the contact, wherein the pairing strategy is configured such that if the first agent had not been available, the third agent would have been selected for pairing to the contact.Type: ApplicationFiled: January 14, 2022Publication date: May 5, 2022Inventors: S. James P. Spottiswoode, Zia Chishti
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Publication number: 20220141339Abstract: In the field of telecommunications, methods, systems, and tangible, non-transitory computer-readable mediums comprising program code are disclosed that comprise receiving a set of agents defining a first agent, a second agent, and a third agent available for pairing to a contact at a contact center; and selecting the first agent for pairing to the contact based on a pairing strategy, wherein the pairing strategy is configured such that if the third agent had not been available, the second agent would have been selected for pairing to the contact, and wherein the third agent has been waiting the longest and occupied the least among the set of agents.Type: ApplicationFiled: January 14, 2022Publication date: May 5, 2022Inventors: S. James P. Spottiswoode, Zia Chishti
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Publication number: 20220131977Abstract: 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: ApplicationFiled: January 10, 2022Publication date: April 28, 2022Applicant: Afiniti, Ltd.Inventors: Ittai KAN, Zia CHISHTI, Akbar A. MERCHANT
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Patent number: 11316978Abstract: 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: GrantFiled: July 13, 2020Date of Patent: April 26, 2022Assignee: Afiniti, Ltd.Inventor: Zia Chishti
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Patent number: 11290595Abstract: 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: GrantFiled: March 19, 2021Date of Patent: March 29, 2022Assignee: AFINITI, LTD.Inventor: Zia Chishti