IP Library Granted Patent US 8,837,706
Granted Patent B2
US 8,837,706 · App. 13/549,249 · Granted Sep 16, 2014

Computer-implemented system and method for providing coaching to agents in an automated call center environment based on user traits

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Quick Facts
Patent No.
US 8,837,706
App. No.
13/549,249
Granted
Sep 16, 2014
Kind
B2
Abstract

A computer-implemented system and method for providing coaching to agents in a call center during a call is provided. A voice recording is obtained from a call between a caller and an agent of a call center. The voice recording of the caller is analyzed by measuring voice characteristics of the voice recording and by identifying traits of the caller based on the voice characteristics. A stage of persuasion of the caller is identified based on the identified traits in response to an offer provided by the agent. The caller is persuaded to accept the offer by providing guidance to the agent regarding further information about the offer for the user based on the stage of persuasion.

Claims (77)

1. A system for providing coaching to agents in a call center during a call, comprising:

a voice recording from a call between a caller and an agent of a call center;

a voice assessor to analyze the voice recording of the caller by measuring voice characteristics of the voice recording and by identifying traits of the caller based on the voice characteristics;

an identification module to identify a stage of persuasion of the caller based on the identified traits in response to an offer provided by the agent, comprising:

a stage-classification submodule to obtain a plurality of stages of persuasion based on user traits of the caller derived from voice characteristics obtained from previous calls, wherein each stage of persuasion is associated with one or more of the user traits of the caller;

a stage-evaluation submodule to compare the identified traits of the caller to the user traits of the caller associated with the stages of persuasion; and

a stage-selection submodule to select one of the stages of persuasion based on the user traits of the caller that most closely matches the identified traits of the caller;

a guidance module to persuade the caller to accept the offer by providing guidance to the agent regarding further information about the offer based on the stage of persuasion.

2. A system according to claim 1 , further comprising:

an assignment module to automatically assign the stage of persuasion.

3. A system according to claim 1 , further comprising:

a receipt module to receive the stage of persuasion from a user associated with the call center.

4. A system according to claim 1 , further comprising at least one of:

a call termination module to terminate the call between the caller and the agent when the stage of persuasion of the caller comprises at least one of already persuaded and not listening; and

an offer presentation module to present a further offer to the caller when the stage of persuasion of the caller comprises at least one of already persuaded and not listening.

5. A system according to claim 1 , wherein the guidance to the agent is provided via at least one of scripts and popup screens.

6. A system according to claim 1 , further comprising:

an analysis module to analyze a first group of prior calls in which a sale was made and a second group of prior calls in which a sale was not made;

a factor module to identify a set of factors for the first and second groups; and

a group identification module to identify the group which is most similar to the call by the caller based on the factors.

7. A system according to claim 1 , further comprising:

an instruction module to receive instructions for guidance from a user associated with the call center; and

the guidance module to provide the guidance to the agent.

8. A system according to claim 1 , further comprising:

a database of traits for the agents within a call center;

a trait comparison module to compare the caller traits with the agent traits for similarities;

an agent identification module to identify the agent based on the similarities of the traits compared.

9. A system according to claim 1 , further comprising:

an agent identity module to confirm an identity of the agent, comprising:

a voice print for the agent that is associated with a pass code;

a voice recording module to receive a voice recording of the pass code from the agent during an attempt to sign in to the call center;

a voice print module to generate a voice print based on the received voice recording by identifying one or more voice characteristics in the voice recording, by representing each voice characteristic as a graph, and by combining the graphs of the voice characteristics as the voice print for the agent;

a comparison module to compare the generated voice print with the stored voice print for the agent;

an assignment module to assign a similarity score to the generated voice print based on the comparison; and

an identity confirmation module to confirm the identity of the agent when the score satisfies a similarity threshold.

10. A system according to claim 1 , wherein the stage of persuasion comprises one of agreement, tending towards agreement, neutral, and tending away from agreement, and disagreement.

11. A method for providing coaching to agents in a call center during a call, comprising:

obtaining a voice recording from a call between a caller and an agent of a call center;

analyzing the voice recording of the caller, comprising:

measuring voice characteristics of the voice recording; and

identifying traits of the caller based on the voice characteristics;

identifying a stage of persuasion of the caller based on the identified traits in response to an offer provided by the agent, comprising:

obtaining a plurality of stages of persuasion based on user traits of the caller derived from voice characteristics obtained from previous calls, wherein each stage of persuasion is associated with one or more of the user traits of the caller;

comparing the identified traits of the caller to the user traits of the caller associated with the stages of persuasion; and

selecting one of the stages of persuasion based on the user traits of the caller that most closely matches the identified traits of the caller; and

persuading the caller to accept the offer by providing guidance to the agent regarding further offer for the information about the offer based on the stage of persuasion.

12. A method according to claim 11 , further comprising:

automatically assigning the stage of persuasion.

13. A method according to claim 11 , further comprising:

receiving the stage of persuasion from a user associated with the call center.

14. A method according to claim 11 , further comprising at least one of:

terminating the call between the caller and the agent when the stage of persuasion of the caller comprises at least one of already persuaded and not listening; and

presenting a further offer to the caller when the stage of persuasion of the caller comprises at least one of already persuaded and not listening.

15. A method according to claim 11 , wherein the guidance to the agent is provided via at least one of scripts and popup screens.

16. A method according to claim 11 , further comprising:

analyzing a first group of prior calls in which a sale was made and a second group of prior calls in which a sale was not made;

identifying a set of factors for the first and second groups; and

identifying the group which is most similar to the call by the caller based on the factors.

17. A method according to claim 11 , further comprising:

receiving instructions for guidance from a user associated with the call center; and

providing the guidance to the agent.

18. A method according to claim 11 , further comprising:

maintaining a database of traits for the agents within a call center;

comparing the caller traits with the agent traits for similarities;

identifying the agent based on the similarities of the traits compared.

19. A method according to claim 11 , further comprising:

confirming an identity of the agent, comprising:

storing a voice print for the agent that is associated with a pass code;

receiving a voice recording of the pass code from the agent during an attempt to sign in to the call center;

generating a voice print based on the received voice recording, comprising:

identifying one or more voice characteristics in the voice recording;

representing each voice characteristic as a graph; and

combining the graphs of the voice characteristics as the voice print for the agent;

comparing the generated voice print with the stored voice print for the agent;

assigning a similarity score to the generated voice print based on the comparison; and

confirming the identity of the agent when the score satisfies a similarity threshold.

20. A method according to claim 11 , wherein the stage of persuasion comprises one of agreement, tending towards agreement, neutral, and tending away from agreement, and disagreement.

Assignments (16)
RELEASE OF SECURITY INTEREST IN PATENTS (REEL/FRAME 46204/0465) Recorded May 18, 2023
From: GOLDMAN SACHS BANK USA., AS COLLATERAL AGENT
To: AVAYA INC.; INTELLISIST, INC.; AVAYA INTEGRATED CABINET SOLUTIONS LLC; OCTEL COMMUNICATIONS LLC; VPNET TECHNOLOGIES, INC.; ZANG, INC. (FORMER NAME OF AVAYA CLOUD INC.); HYPERQUALITY, INC.; HYPERQUALITY II, LLC; CAAS TECHNOLOGIES, LLC; AVAYA MANAGEMENT L.P.
Reel/Frame 063691/0001 →
RELEASE OF SECURITY INTEREST IN PATENTS (REEL/FRAME 46202/0467) Recorded May 18, 2023
From: GOLDMAN SACHS BANK USA., AS COLLATERAL AGENT
To: AVAYA INC.; INTELLISIST, INC.; AVAYA INTEGRATED CABINET SOLUTIONS LLC; OCTEL COMMUNICATIONS LLC; VPNET TECHNOLOGIES, INC.; ZANG, INC. (FORMER NAME OF AVAYA CLOUD INC.); HYPERQUALITY, INC.; HYPERQUALITY II, LLC; CAAS TECHNOLOGIES, LLC; AVAYA MANAGEMENT L.P.
Reel/Frame 063695/0145 →
RELEASE OF SECURITY INTEREST IN PATENTS (REEL/FRAME 53955/0436) Recorded May 18, 2023
From: WILMINGTON TRUST, NATIONAL ASSOCIATION, AS NOTES COLLATERAL AGENT
To: AVAYA MANAGEMENT L.P.; AVAYA INC.; INTELLISIST, INC.; AVAYA INTEGRATED CABINET SOLUTIONS LLC
Reel/Frame 063705/0023 →
RELEASE OF SECURITY INTEREST IN PATENTS (REEL/FRAME 61087/0386) Recorded May 18, 2023
From: WILMINGTON TRUST, NATIONAL ASSOCIATION, AS NOTES COLLATERAL AGENT
To: AVAYA MANAGEMENT L.P.; AVAYA INC.; INTELLISIST, INC.; AVAYA INTEGRATED CABINET SOLUTIONS LLC
Reel/Frame 063690/0359 →
INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded May 4, 2023
From: AVAYA INC.; AVAYA MANAGEMENT L.P.; INTELLISIST, INC.
To: CITIBANK, N.A., AS COLLATERAL AGENT
Reel/Frame 063542/0662 →
INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded May 3, 2023
From: AVAYA MANAGEMENT L.P.; AVAYA INC.; INTELLISIST, INC.; KNOAHSOFT INC.
To: WILMINGTON SAVINGS FUND SOCIETY, FSB [COLLATERAL AGENT]
Reel/Frame 063742/0001 →
RELEASE OF SECURITY INTEREST IN PATENTS AT REEL 46204/FRAME 0525 Recorded Apr 26, 2023
From: CITIBANK, N.A., AS COLLATERAL AGENT
To: AVAYA HOLDINGS CORP.; AVAYA INC.; INTELLISIST, INC.
Reel/Frame 063456/0001 →
INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Aug 5, 2022
From: AVAYA INC.; INTELLISIST, INC.; AVAYA MANAGEMENT L.P.; AVAYA CABINET SOLUTIONS LLC
To: WILMINGTON TRUST, NATIONAL ASSOCIATION, AS COLLATERAL AGENT
Reel/Frame 061087/0386 →
SECURITY INTEREST Recorded Sep 25, 2020
From: AVAYA INC.; AVAYA MANAGEMENT L.P.; INTELLISIST, INC.; AVAYA INTEGRATED CABINET SOLUTIONS LLC
To: WILMINGTON TRUST, NATIONAL ASSOCIATION
Reel/Frame 053955/0436 →
ABL SUPPLEMENT NO. 1 Recorded May 22, 2018
From: INTELLISIST, INC.
To: CITIBANK N.A., AS COLLATERAL AGENT
Reel/Frame 046204/0525 →
ABL INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded May 22, 2018
From: INTELLISIST, INC.
To: CITIBANK N.A., AS COLLATERAL AGENT
Reel/Frame 046204/0418 →
TERM LOAN SUPPLEMENT NO. 1 Recorded May 22, 2018
From: INTELLISIST, INC.
To: GOLDMAN SACHS BANK USA, AS COLLATERAL AGENT
Reel/Frame 046204/0465 →
TERM LOAN INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded May 22, 2018
From: INTELLISIST, INC.
To: GOLDMAN SACHS BANK USA, AS COLLATERAL AGENT
Reel/Frame 046202/0467 →
RELEASE OF SECURITY INTEREST Recorded Mar 12, 2018
From: PACIFIC WESTERN BANK, AS SUCCESSOR IN INTEREST TO SQUARE 1 BANK
To: INTELLISIST, INC.
Reel/Frame 045567/0639 →
SECURITY INTEREST Recorded Oct 23, 2015
From: INTELLISIST, INC.
To: PACIFIC WESTERN BANK (AS SUCCESSOR IN INTEREST BY MERGER TO SQUARE 1 BANK)
Reel/Frame 036942/0087 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 14, 2014
From: ODINAK, GILAD; VEATCH, THOMAS
To: INTELLISIST, INC.
Reel/Frame 033541/0060 →