IP Library Granted Patent US 10,834,259
Granted Patent B2
US 10,834,259 · App. 16/198,419 · Granted Nov 10, 2020

Techniques for benchmarking performance in a contact center system

Inventor: Zia Chishti (Washington, DC)
Assignee: Afiniti Europe Technologies Limited
H04M3/5175G06Q10/06G06Q10/06393H04M3/5191H04M3/5233Y04S10/50
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Quick Facts
Patent No.
US 10,834,259
App. No.
16/198,419
Granted
Nov 10, 2020
Kind
B2
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.

Claims (42)

1. A method for pairing contacts and agents 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 first amount of performance suppression of a first contact-agent pairing strategy by a second contact-agent pairing strategy, wherein use of the second contact-agent pairing strategy during a first period suppresses performance of the first contact-agent pairing strategy during a second period later than the first period;

adjusting, by the at least one computer processor, a target agent utilization of the first contact-agent pairing strategy to compensate for at least some of the first amount of performance suppression, wherein adjusting the target agent utilization biases the first contact-agent pairing strategy toward a performance-based routing strategy; and

pairing, by the at least one computer processor, at least one contact to at least one agent in the contact center system using the first contact-agent pairing strategy according to the adjusted target agent utilization,

wherein the compensating for the at least some of the first amount of performance suppression optimizes performance of the contact center system.

2. The method of claim 1 , further comprising:

generating, by the at least one computer processor, a representation of a relative performance of the contact center system using the first contact-agent pairing strategy compared to the second contact-agent pairing strategy based on the first amount of performance suppression.

3. The method of claim 1 , wherein the first amount of performance suppression is attributable to a first amount of agent-utilization bias in the second contact-agent pairing strategy.

4. The method of claim 1 , wherein determining the first amount of performance suppression comprises:

determining, by the at least one computer processor, an average available-agent performance of a plurality of agents during at least one transition from the second contact-agent pairing strategy to the first contact-agent pairing strategy.

5. The method of claim 1 , wherein the first contact-agent pairing strategy is a behavioral pairing strategy.

6. The method of claim 1 , wherein the second contact-agent pairing strategy is a performance-based routing strategy.

7. The method of claim 1 , wherein the adjusting the target agent utilization further comprises:

adjusting, by the at least one computer processor, a Kappa parameter for a hybrid behavioral pairing strategy.

8. A system for pairing contacts and agents in a contact center system comprising:

at least one computer processor communicatively coupled to and configured to operate in the contact center system, wherein the at least one computer processor is further configured to:

determine a first amount of performance suppression of a first contact-agent pairing strategy by a second contact-agent pairing strategy, wherein use of the second contact-agent pairing strategy during a first period suppresses performance of the first contact-agent pairing strategy during a second period later than the first period;

adjust a target agent utilization of the first contact-agent pairing strategy to compensate for at least some of the first amount of performance suppression, wherein adjusting the target agent utilization biases the first contact-agent pairing strategy toward a performance-based routing strategy; and

pair at least one contact to at least one agent in the contact center system using the first contact-agent pairing strategy according to the adjusted target agent utilization,

wherein the compensating for the at least some of the first amount of performance suppression optimizes performance of the contact center system.

9. The system of claim 8 , wherein the at least one computer processor is further configured to:

generate a representation of a relative performance of the contact center system using the first contact-agent pairing strategy compared to the second contact-agent pairing strategy based on the first amount of performance suppression.

10. The system of claim 8 , wherein the first amount of performance suppression is attributable to a first amount of agent-utilization bias in the second contact-agent pairing strategy.

11. The system of claim 8 , wherein determining the first amount of performance suppression comprises determining an average available-agent performance of a plurality of agents during at least one transition from the second contact-agent pairing strategy to the first contact-agent pairing strategy.

12. The system of claim 8 , wherein the first contact-agent pairing strategy is a behavioral pairing strategy.

13. The system of claim 8 , wherein the second contact-agent pairing strategy is a performance-based routing strategy.

14. The system of claim 8 , wherein adjusting the target agent utilization comprises adjusting a Kappa parameter for a hybrid behavioral pairing strategy.

15. An article of manufacture for pairing contacts and agents in a contact center system comprising:

a non-transitory computer processor readable medium; and

instructions stored on the medium;

wherein the instructions are configured to be readable from the medium by at least one computer processor communicatively coupled to and configured to operate in the contact center system and thereby cause the at least one computer processor to operate so as to:

determine a first amount of performance suppression of a first contact-agent pairing strategy by a second contact-agent pairing strategy, wherein use of the second contact-agent pairing strategy during a first period suppresses performance of the first contact-agent pairing strategy during a second period later than the first period;

adjust a target agent utilization of the first contact-agent pairing strategy to compensate for at least some of the first amount of performance suppression, wherein adjusting the target agent utilization biases the first contact-agent pairing strategy toward a performance-based routing strategy; and

pair at least one contact to at least one agent in the contact center system using the first contact-agent pairing strategy according to the adjusted target agent utilization,

wherein the compensating for the at least some of the first amount of performance suppression optimizes performance of the contact center system.

16. The article of manufacture of claim 15 , wherein the at least one computer processor is further caused to operate so as to:

generate a representation of a relative performance of the contact center system using the first contact-agent pairing strategy compared to the second contact-agent pairing strategy based on the first amount of performance suppression.

17. The article of manufacture of claim 15 , wherein the first amount of performance suppression is attributable to a first amount of agent-utilization bias in the second contact-agent pairing strategy.

18. The article of manufacture of claim 15 , wherein determining the first amount of performance suppression comprises determining an average available-agent performance of a plurality of agents during at least one transition from the second contact-agent pairing strategy to the first contact-agent pairing strategy.

19. The article of manufacture of claim 15 , wherein the first contact-agent pairing strategy is a behavioral pairing strategy.

20. The article of manufacture of claim 15 , wherein the second contact-agent pairing strategy is a performance-based routing strategy.

21. The article of manufacture of claim 15 , wherein adjusting the target agent utilization comprises adjusting a Kappa parameter for a hybrid behavioral pairing strategy.

Assignments (7)
RELEASE AND TERMINATION OF PATENT SECURITY AGREEMENT Recorded Apr 16, 2025
From: VCP CAPITAL MARKETS, LLC
To: AFINITI, LTD.
Reel/Frame 070866/0614 →
PATENT ASSIGNMENT AGREEMENT Recorded Jan 3, 2025
From: AFINITI, LTD.
To: AFINITI AI HOLDINGS LLC
Reel/Frame 069816/0656 →
PATENT SECURITY AGREEMENT Recorded Jan 3, 2025
From: AFINITI AI LIMITED
To: ALTER DOMUS (US) LLC
Reel/Frame 069816/0858 →
PATENT ASSIGNMENT AGREEMENT Recorded Jan 3, 2025
From: AFINITI AI HOLDINGS LLC
To: AFINITI AI LIMITED
Reel/Frame 069817/0001 →
PATENT SECURITY AGREEMENT Recorded Aug 26, 2024
From: AFINITI, LTD.
To: VCP CAPITAL MARKETS, LLC
Reel/Frame 068793/0261 →
CORRECTIVE ASSIGNMENT TO CORRECT THE TYPOGRAPHICAL ERRORS ON PAGE ONE OF THE ASSIGNMENT PREVIOUSLY RECORDED AT REEL: 054204 FRAME: 0387. ASSIGNOR(S) HEREBY CONFIRMS THE ASSIGNMENT. Recorded Nov 24, 2020
From: AFINITI EUROPE TECHNOLOGIES LIMITED
To: AFINITI, LTD.
Reel/Frame 054700/0324 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Oct 8, 2020
From: AFINITI EUROPE TECHNOLOGIES LIMITED
To: AFINITI, LTD.
Reel/Frame 054204/0387 →
Continuity (2)
Continuation 15176899 · Jun 8, 2016
Related Publication 20190098134A1 · Mar 28, 2019