roundtable - analytics and business intelligence...• primary driver for speech analytics •...

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ROUNDTABLE - ANALYTICS AND BUSINESS INTELLIGENCE MARCH 2018 Brian LaRoche, Director, Account Based Marketing, CallMiner Abby Monaco, Senior Marketing Manager, NICE Nexidia . Mary Moilanen, Business Intelligence Consultant, Calabrio

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Page 1: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

ROUNDTABLE - ANALYTICS AND BUSINESS INTELLIGENCE

MARCH 2018

Brian LaRoche, Director, Account Based Marketing, CallMiner

Abby Monaco, Senior Marketing Manager, NICE Nexidia.

Mary Moilanen, Business Intelligence Consultant, Calabrio

Page 2: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

MOST CUSTOMER AWARDS

FOR BEST USE OF

SPEECH ANALYTICS

Best Practices for Analytics and Business

Intelligence

Page 3: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Proprietary & Confidential, CallMiner Inc.3

The Simple Value of Automated Interaction Analytics

“Analyzing 100% of Customer Conversations, converting the literally billions of words communicating every day in your contact center into true actionable VOC and Agent insights, not simply surveys results or small, random call sampling“

Page 4: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Proprietary & Confidential, CallMiner Inc.4

Speech Analytics Best Practices

Top

Ten

Page 5: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Proprietary & Confidential, CallMiner Inc.5

Identify Your Goals

Improve Operational Efficiency? Mitigate Compliance Risk?Measure KPI’s?

Measure/Improve Agent Performance? Increase Customer Satisfaction?Identify Customer Likes/Dislikes?

Page 6: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Proprietary & Confidential, CallMiner Inc.6

Get Leadership on Board

Executive Sponsors

Executives within your organization who support the Speech Analytics program and assist in identifying the specific measurable KPIs in which your Analyst(s) will focus on in order to achieve ROI success are crucial to short and long term success.

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Proprietary & Confidential, CallMiner Inc.p a g e 7

Proprietary and Confidential, CallMiner Inc.Proprietary and Confidential, CallMiner Inc.

KEY PLAYERS

Executive Sponsor *• Primary driver for speech analytics• Provide direction & leadership, builds culture around speech analytics• Receives executive reports on success/progress

Program Manager *• Could also be the analyst as a combined role• Leads identification of the specific measurable KPIs in which Analyst(s)

will focus on in order to achieve ROI success• Manages program focus, timelines, and follow up actions• Build culture around SA

Program Business Sponsor(s)• Responsible for participating Lines of Business• Escalation point for analysts, project managers, business users

Analyst(s) *• Responsible for content creation, reports and analysis• Could be combined with Program Manager role

ESSENTIAL ENGAGEMENT PLAYERS

Managers/Trainers

• Responsible for overall improvement and training strategy

• Review performance on all call center levels

• Identify areas of opportunity for training and monitor overall and individual performance

Supervisors/Team Leads

• Responsible for improving and maintaining team performance

• Monitor overall team’s and individual agents’ performance for targeted coaching

Agents

• Review performance over assigned metrics either individually or in coaching sessions with supervisor and/or trainer

Administrator (I.T.)

• Typically has fundamental understanding of analytics platform & performs specific IT system administration as needed

Staffing is Essential!

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Proprietary & Confidential, CallMiner Inc.p a g e 8

Proprietary and Confidential, CallMiner Inc.Proprietary and Confidential, CallMiner Inc.

The Pivotal Role in your Analytics Program is a Dedicated Analyst!

Analyst Role

This full-time position is the critical role for

success with your speech analytics

program. This can be combined with the

Program Manager role but it is the analyst

that is accountable for analysis of customer

conversations/interactions.

Responsibilities should include

understanding the organization’s business

objectives and goals, analyzing recorded

audio and audio/text-based data sets for

critical insights, patterns, and trends as well

as communicating analysis and proposing

solutions to the organization.

Page 9: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Proprietary & Confidential, CallMiner Inc.9

Determine KPI’s

Examples of KPI’s

First call resolution rate

Service response times

Customer satisfaction

Wait time

And many more

Performance

Page 10: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Proprietary & Confidential, CallMiner Inc.10

Appoint an Action Committee

The action committee reviews the data and identifies customer trends that impact reaching your goal. When they find these trends, it is their responsibility to research why and how you can make changes to fix what is broken.

Data collected by speech analytics software is only valuable when you do something with it.

Appoint team members to be your action committee.

Page 11: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Proprietary & Confidential, CallMiner Inc.11

Create a Process and Stick to It

✓ Review your procedures before implementing speech analytics software:

✓ Determine how the software will change what your employees are responsible for?

✓ How will you deal with red flag items?

✓ Who will be in charge of making sure the changes presented by the action committee are enforced?

Established processes and “plays” are the key to having your speech analytics run like a well-oiled machine.

Page 12: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Proprietary & Confidential, CallMiner Inc.12

Educate the Team

Have Champions

Before launching, appoint somebody or a group of people to learn the software in its entirety. This group will act as the education liaisons and create a schedule for rolling out the new software as well as training other team members on how to use it.

Create Excitement

How your employees feel about this powerful technology and its positive impact on your agent community and organization overall is largely dependent on how you roll it out to the entire company.

Page 13: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Proprietary & Confidential, CallMiner Inc.13

Engage Essential Players

Managers/Trainers

• Responsible for overall improvement and training strategy

• Review performance on all call center levels

• Identify areas of opportunity for training and monitor overall and individual performance

Supervisors/Team Leads

• Responsible for improving and maintaining team performance

• Monitor overall team’s and individual agents’ performance for targeted coaching

Agents

• Review performance over assigned metrics either individually or in coaching sessions with supervisor and/or trainer

Administrator (I.T.)

• Typically has fundamental understanding of analytics platform & performs specific IT system administration as needed

Page 14: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Proprietary & Confidential, CallMiner Inc.14

Report Findings and Actions

Hold regular meetings that include all departments to review the data, KPIs, and goals. Keeping employees in the loop on how new software is improving the company and making their jobs easier is the best way to keep them engaged with the project.

Page 15: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Proprietary & Confidential, CallMiner Inc.15

Automate Performance Feedback Loops for both Agents & Managers

Performance metrics should be

seen consistently (daily) as a

singular view for both

supervisors and agents –

This helps our teams be on the

same page around individual

and team performance ranking

data and provides our agents

with feedback they can

understand and act upon.

Page 16: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Proprietary & Confidential, CallMiner Inc.page 16

Proprietary and Confidential, CallMiner Inc.Proprietary and Confidential, CallMiner Inc.

Integrate the Feedback Loop Into Your Coaching Program

Configure and calibrate for specific

language and behaviors

Leverage Instant Insights for common metrics

Build targeted scores

Compare outcomes and pathways

Identify opportunities for improvement

Quickly find & flag both commendable and coachable

moments

Score 100% of contacts automatically

Agents

Quality Analyst

Supervisor

Analysts configure your Interaction Analytics Engine to score agents according to your organization's standards and business outcome objectives

Insight and accuracy into the performance of your workforce

Complete the performance feedback loop with meaningful, actionable insight that both coaches

and agents can use to optimize agent performance and customer experience

API OutputFor External ReportingGamification, etc.

Page 17: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Proprietary & Confidential, CallMiner Inc.17

Expand Gradually

Don’t try “to boil the ocean” right of the gate with your Analytics Program

Fight the urge (or perhaps stakeholder pressure) to launch several initiatives at once.

Start with “low hanging fruit” project opportunities that are not too complex, will yield near time, evident success and provide valuable learning skills to your analytics teams.

Beta your deployment to a smaller group initially then launch to the larger community once initial rollout achieves desired results

Index subsequent project objectives by level of complexity, opportunity for return on investment and greatest impact to the organization

Continued success with your interaction analytics is not only achievable but an expected outcome when you take a practiced approach to program expansion

Page 18: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Proprietary & Confidential, CallMiner Inc.18

Visit our Website to Schedule a Demo and Learn More About The Best Practices to Acquire and Implement Speech Analytics Programs to Drive Ideal Business Outcomes

Website: www.callminer.com

Brian A. LaRocheMarketing DirectorPhone: 781-547-4052 Mobile: 781-296-0042Email: [email protected]

Twitter:@brian13laroche@CallMiner

10 Best Practices You

Need to Make the Most of

Your Speech Analytics

10 Best Practices You Need to

Make to Make the Most of Your

Speech Analytics

A Guide for Creating a

Customer Engagement

Analytics RFP

See a Demo!

Page 19: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Zombie Report Apocalypse!Banish the walking dead and bring new

life to your contact center reporting

Mary Moilanen

Business Intelligence Consultant

Page 20: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Who am I?

Mary MoilanenBusiness Intelligence Consultant

• Dog lover and crazy cat lady

• Very slow runner

• Data enthusiast

Page 21: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Agenda

• A brief story

• Spotting zombie reports in the wild

• What turns a report into a zombie?

• Hazards of zombie reports

• How do I survive the apocalypse and build a brave new world?

Page 22: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

BASED ON A TRUE STORY

Page 23: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Long ago in a cubicle far, far away

Page 24: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Long ago in a cubicle far, far away

Page 25: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Why zombies?

• Numbs brains• Has rotting content• Clunky and inefficient• Takes over your inbox

• Eats brains• Has rotting flesh• Clumsy and inefficient• Takes over the world

Page 26: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

A field guide to identifying zombie reports

• Unused or rarely used

• Nobody can tell you “the point”

• Does not contain actionable data

• Relied on for only one piece of information

• Part of a package of many reports that cannot be efficiently digested

• Produced using outdated technology

Page 27: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

How does a report become a zombie?

• New initiatives

• Changing management

• Old technology

• Fear for job security

• “Just in case” syndrome

• Lack of ownership

Page 28: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Why are zombie reports hazardous?

• Waste of time

• Analysts

• Management

• Potential for incorrect information

• Distracting

• Employee dissatisfaction

Page 29: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

How do I fight the uprising?

• “We do this because”• Usage• Distribution

Validate

• Fields• Granularity• Frequency

Simplify

• Formatting• Multiple data sources• Automation and new technologies

Improve

Page 30: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

www.Calabrio.com

[email protected]

Page 31: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

31

BEST PRACTICES WITH

ANALYTICS

MARCH 8, 2018

Abby Monaco

Senior Product Manager

Nexidia

[email protected]

@Nexidia

Page 32: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

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MAKE ANALYTICS

PART OF YOUR

NATURE

Page 33: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

3333

GARTNER

OF COMPANIES

COMPETED MOSTLY

ON THE BASIS OF

2016IN

89%CUSTOMER EXPERIENCE

Page 34: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

3434

GROWING INTERACTION

COMPLEXITY

6+Interaction

channels

NICE Global Consumer Survey

Page 35: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

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CTI

IVROTHERDATA

HR SYSTEM BILLINGSYSTEM

CRM SYSTEM OTHER DATA

ANY DATADATA WAREHOUSECALL

RECORDER

THE MISSING INSIGHT: INTERACTION ANALYTICS

© 2018 NICE Nexidia. CONFIDENTIAL. All Rights Reserved.

Sales Effectiveness Churn / Retention Cost Management Compliance Customer Satisfaction

Key business challenges to solve

UNLOCKING RAWDATA

Page 36: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

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Agent

Behaviors

Customer

Behaviors

Customer

Intent

Customer

Discontent

Retention

Offers

Competitor

Mentions

Tech Problem

Statements

Troubleshooting

Techniques

Evidence of

Issue Resolution

Questions

Regarding Fees

Customer

Confusion

Customer

Frustration

CTI

IVROTHERDATA

HR SYSTEM BILLINGSYSTEM

CRM SYSTEM OTHER DATA

ANY DATADATA WAREHOUSECALL

RECORDER

THE MISSING INSIGHT: INTERATION ANALYTICS

© 2018 NICE Nexidia. CONFIDENTIAL. All Rights Reserved.

Sales Effectiveness Churn / Retention Cost Management Compliance Customer Satisfaction

Key business challenges to solve

Customer Effort

Churn Prevention

Customer Satisfaction

Broken Journey

Customer Intent

Self-Service

Cost to Serve

First Contact Resolution

Business Process

Optimization

ANALYSIS USE CASESSURVEY

DATA

EMAIL

VOICE

CHAT

CASE NOTES

OMNICHANNELINTERACTIONS

VOICE

UNLOCKING RAW DATA

Page 37: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

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THE SUCCESSFUL ANALYTICS PROGRAM

Business outcomes that can

be operationalized to positively

affect the organization

Page 38: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

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THE SHORT TERM

PLAN OF ACTION

Page 39: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

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PUT THE COST REDUCTION PROCESS IN MOTION

Page 40: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

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Reduce Contact Handle Time

PUT THE COST REDUCTION PROCESS IN MOTION

Agent Behavior/Troubleshooting

Page 41: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

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Reduce Contact Handle Time

PUT THE COST REDUCTION PROCESS IN MOTION

Reduce Contact Volume

IVROptimization

Agent Behavior/Troubleshooting

Page 42: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

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Reduce Contact Handle Time

Identify Broken Processes

PUT THE COST REDUCTION PROCESS IN MOTION

Reduce Contact Volume

Business Process Improvements

IVROptimization

Agent Behavior/Troubleshooting

Page 43: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

43

Reduce Contact Handle Time

Identify Broken Processes

PUT THE COST REDUCTION PROCESS IN MOTION

First Contact Resolution

Reduce Contact Volume

Business Process Improvements

IVROptimization

Agent Behavior/Troubleshooting

Page 44: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

44

Reduce Contact Handle Time

Identify Broken Processes

PUT THE COST REDUCTION PROCESS IN MOTION

First Contact Resolution

Reduce Contact Volume

Business Process Improvements

IVROptimization

Agent Behavior/Troubleshooting

IMPROVED PERFORMANCE

LOWER COSTS

Page 45: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

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THE LONGER TERM

JOURNEY

Page 46: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

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CUSTOMER ENGAGEMENT ANALYTICS

INTERACTION ANALYTICS: UNSTRUCTURED DATAINTERACTIONS

UNSTRUCTURED DATA

Page 47: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

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CUSTOMER ENGAGEMENT ANALYTICS

INTERACTION ANALYTICS: UNSTRUCTURED DATA

IVR OPTIMIZATION

Page 48: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

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CUSTOMER ENGAGEMENT ANALYTICS

INTERACTION ANALYTICS: UNSTRUCTURED DATA

DIGITAL CONTAINMENT

IVR OPTIMIZATION

Page 49: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

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CUSTOMER ENGAGEMENT ANALYTICS

INTERACTION ANALYTICS: UNSTRUCTURED DATA

DIGITAL CONTAINMENT

CUSTOMER JOURNEY OPTIMIZATION

IVR OPTIMIZATION

Page 50: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

5050

make analytics

+ +

APPLICATIONS MANAGED ANALYTICS

SERVICES

CLOUD

+

TECHNOLOGY

YOUR

© 2018 NICE Nexidia. CONFIDENTIAL. All Rights Reserved.

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www.nice.com/analytics

Page 52: Roundtable - Analytics and Business Intelligence...• Primary driver for speech analytics • Provide direction & leadership, builds culture around speech analytics • Receives executive

Q&A

MARCH 2018

Brian LaRoche, Director, Account Based Marketing, CallMiner

http://www.callminer.com

Abby Monaco, Senior Marketing Manager, NICE Nexidia.http://www.nexiia.com

Mary Moilanen, Business Intelligence Consultant, Calabrio

http://www.Calabrio.com