Embedded Analytics in Customer Success
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Transcript of Embedded Analytics in Customer Success
© 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 1
October 22, 2013
Pentaho Webinar Series: Changing the Game for ISVs
© 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 3
Advantages of Embedded Business Analytics for Customer Success Users
The Impact Embedded Analytics Can Make on Your Bottom-Line
Presenters: Kevin Dobbs CEO, Montclare Nick Mehta CEO, Gainsight
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• Recognized leader in business analytics & data integration • Subscription-based business model • Achieved critical mass:
• Over 1,200 commercial customers • Over 10,000 production deployments • Over 185 countries
• Stewardship of most important open source analytics projects
About Pentaho
INDUSTRY RECOGNITION OVER 160 PARTNERS GLOBALLY
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Speakers
Kevin Dobbs, CEO, Montclare Kevin is the founder and CEO of Montclare, a leading advisory firm exclusively focused on building profitable SaaS businesses. Kevin is an Oracle alumni who started his career working with industry icons Marc Benioff, Craig Conway and Tom Siebel. He also held executive management positions with Edify, Workscape, Kadiri and Workstream where he was responsible for developing each company's new SaaS products and businesses. Active in the SaaS community, Kevin is frequently a speaker at SaaS and Cloud Computing industry events. He has published many popular papers on building high value SaaS businesses and is the author of the Smart SaaS blog.
Nick Mehta, CEO, Gainsight Nick is the CEO of Gainsight, the leading Customer Success Management company helping businesses reduce churn and increase upsells with a complete, data-driven view of customer health. Before joining Gainsight, Nick was an Entrepreneur-in-Residence at Accel Partners where he focused on developing opportunities in the enterprise applications and infrastructure markets. Prior to Accel Partners, Nick served as CEO of LiveOffice, leading the company’s profitable growth in revenue and successful sale to Symantec. Prior to LiveOffice, Nick was a Vice President at VERITAS Software. Nick holds a master’s degree in computer science from Harvard University.
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Kevin Dobbs, CEO
Leveraging Embedded Analytics To Gain Advantage In Customer Success
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Customer Success Market is New “It’s the next big category” – Geoffrey Moore, Chasm Group
‘Analysis shows that an incremental 2% increase in retention leads to a 20% higher multiple, and an incremental 2% increase in up-sell leads to 28% higher multiple’
It is more difficult and costs 6 to 7 more times to acquire a new customer than it does to keep an existing one.
For private SaaS companies in 2011, we found an average renewal rate of 78 percent by total customer renewals and 87 percent by total dollar value
Sources:
SaaS CEOs: Measure Customer Engagement – Increase Conversions & Lower Churn, David Skok, 2011
The SaaS churn challenge: How to hold onto your customers, Viralheat CTO Vishal Sankhla, 2013
SaaS Benchmark Report, OPEXEngine, 2013
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Customer Success Management
Customer Lifecycle Management
Customer Engagement
Customer Success Analytics
Market is Evolving Quickly
Gainsight Raises $9M Series A
April 2013
Customer Engagement
Customer Lifecycle
Management
Customer Success Analytics
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Customer Success Tips & Tricks Reducing churn and increasing customer satisfaction
1. Automate Onboarding Easy to use forms
Pre-configured workflows
Checklists
2. Track Activity Monitor logon’s
Transaction volumes
New users
3. Self-Service Training Videos
Wiki’s
Recorded webinars
4. Health Checks Monthly activity
Key features used
New features
5. Engagement Communities
User meetings
Interest groups
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Customer Success Tips & Tricks
1. Automate Onboarding Easy to use forms
Pre-configured workflows
Checklists
2. Track Activity Monitor logon’s
Transaction volumes
New users
3. Self-Service Training Videos
Wiki’s
Recorded webinars
4. Health Checks Monthly activity
Key features used
New features
5. Engagement Communities
User meetings
Interest groups
Reducing churn and increasing customer satisfaction
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Common customer issues with all types of Customer Success and Service products:
• Data overload
• Hard to gain visibility across large amounts of data
• Tools can be complex and hard to use
• Information resides in many, disconnected systems
• Can't easily implement newest capabilities
• Slow time to value
Challenges to SaaS Customer Success
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Leveraging external R&D team for non-core technology
• Deliver quickly; dramatically improved time to market
• Commercialized open source products, large developer community supporting the products and increasing innovation
• Keep ISVs development team and investments smaller
• Embedded or OEM model
• Tap into needed domain expertise
Challenges Facing SaaS Companies
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Delivering a Superior Customer Experience Understanding the importance of adoption and consumption
Time
Cha
nge
Man
agem
ent
Unaware
Aware
Understand
Positive Perception
Initial Use
Adoption
Institutionalization
Internalization
Preparation
Perception
Acceptance
Commitment
Go Live
Communication
Source: Product Adoption and Consumption Curve. Glenn Oclassen, 2012
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Delivering a Superior Customer Experience Understanding the importance of adoption and consumption
Time
Cha
nge
Man
agem
ent
Unaware
Aware
Understand
Positive Perception
Initial Use
Adoption
Institutionalization
Internalization
Preparation
Perception
Acceptance
Commitment
Go Live
Communication
Training
Source: Product Adoption and Consumption Curve. Glenn Oclassen, 2012
© 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 15
Delivering a Superior Customer Experience Understanding the importance of adoption and consumption
Time
Cha
nge
Man
agem
ent
Unaware
Aware
Understand
Positive Perception
Initial Use
Adoption
Institutionalization
Internalization
Preparation
Perception
Acceptance
Commitment
Go Live
Communication
Training
Support
Source: Product Adoption and Consumption Curve. Glenn Oclassen, 2012
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Flexible Analytics Propel SaaS Products Increase Customer Adoption and Consumption
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Adding New Customer Success Capabilities Quickly • Rate of change has increased and customers expect rapid innovation
• Competitive advantages are hard to maintain
• Adding complimentary capabilities; no internal expertise in areas like Analytics, BI or Big Data
• Looking for new features that engage users
• Support for mobile
Addressing Customer Adoption Challenges
Sin
gle
Sig
n-O
n
Inte
grat
ion
Anal
ytic
s
Mob
ile
Soc
ial
New Features “Plug & Play”
ISV SaaS Platform
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What types of Customer Success products does your company use?
Poll
Customer Analytics
☐ Communities
☐ PSA
☐ Call Center
☐ Customer Lifecycle
☐ CRM
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Examples of OEM Products SaaS Add-On market is growing
Security / SSO
Integration
Big Data
Social
Mobile
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Customer Communities
• In-line reporting
• View user activity
• Spot trends
• Build automated reports with charts
• 'What if' analysis
Communities Use Case Connecting with customers
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Customer Support
• Review issues quickly
• Identify problem trends
• Understand quality of resolution
• Quickly determine cost per interaction
Customer Service Proactively engaging customer service issues
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Installation and Onboarding
• Resourcing • Scheduling • Project Management
Professional Services Automation How Embedded Analytics Can Help
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Learn More About the SaaS Model and Market
Montclare is a leading provider of SaaS resources including research, services and a SaaS-focused online community. The Montclare team has been actively involved in the SaaS industry since it's inception, profiling leading firms, speaking at industry events and providing business guidance to a full spectrum of software companies.
The Montclare Community has been design to help software professionals gather more information about SaaS. This new beta community allows members to them watch current SaaS video content, learn what's happening in SaaS through news feeds and information shared by industry thought leaders, they can also connect with their peers and share industry best practice ideas and information. Visit Montclare.com for more information.
The Montclare SaaS 250 is a report identifying the 250 most influential SaaS companies in the world. The document provides analysis of the industry as well as individual companies. These companies are categorized by revenue size, solution type and geographic location. The report is a critical tool for competitive analysis, go-to-market programs and market segmentation.
Montclare's SaaS 250 is a valuable tool for software executives, investors and analysts due to it's insight within this fast-paced market. The Report is available exclusively through the Montclare site at: montclare.com/saas250.
Become a member for free today at montclare.com
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Nick Mehta, CEO
Customer Success Experiences
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success noun \sek-’ses\
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How?
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Starts With Culture
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1. Create org 2. Define customer health 3. Tier customers 4. Manage customer data 5. Define interventions 6. Get predictive
6 Steps to Success
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1. Org – Assign an Owner
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1. Org – Where Do You Fit?
Business Maturity
Prod
uct C
ompl
exity
Firefighter
Sales-Oriented
Service-Oriented
Integrated Model
Partnership Model
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2. Measure Customer Health
Financial Health: Payment history, credit score
Contract: Term, spend
Relationship: Surveys, key sponsors
Adoption: Usage, features
Interaction: Support, other contacts, social
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Which one of the following business problems resonates best with you?
Poll #2
☐ Identifying at-risk customers early
☐ Scaling Customer Success / Account Management teams efficiently
☐ Finding up-sells and advocates
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High Touch
Low Touch
No Touch
High Touch
Low Touch
No Touch
JUST-IN-TIME
AUTOMATION
PROACTIVE
STRATEGY
3. Tier Customers
Key Issues
Just revenue? Reference-ability?
White space? Network effect?
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PSA System Late go-live, go-live and no usage, …
Support System Lots of P1s, long TTR, no cases, …
Product No usage, decline, key feature, …
Billing Invoices past due, credit card declines, …
Survey System NPS, post-case, post-onboarding, …
CRM System Products, renewal date, pricing, …
??? QBRs, reference, conference, …
4. Manage Customer Data
Key Issues
Common customer ID Sync frequency
Aggregation level
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4. Manage Customer Data
Raw data aggregation
Operational store
Reporting
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5. Define Interventions
High Touch
Low Touch
No Touch
Customer Prep
JUST-IN-TIME
AUTOMATION
PROACTIVE
Nurture
STRATEGY
Early Warning
INTERVENTION
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Intuition
Best Practices
Data Science
Alert Rules and Playbooks
New Insights
Counter Intuition
Confirm Intuition
6. Get Predictive
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Phase Hard Problems
Data science strategy What data to start with?
Feature extraction How do group / aggregate data?
Feature selection Which data matters?
Machine learning Which algorithms to use?
Iteration Where do we go next?
Alert configuration How do we operationalize this?
6. Get Predictive
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Data Set Selection •Isolated data to customers with at least 9 months of history •Split customers into two – “Test” and “Control” groups •The “Control” group compared Churn vs Active •We back-test the prediction model against the “Test” •> 40 usage features, NPS, support, account data
Time Selection •Narrowed focus to “normal” active periods •Compared 3-month time frames to find secular trends
Case Study: Methodology
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Alert Rules and Playbooks
No proactive outreach within 6
months of renewal
53% decline in number of sessions in middle of
subscription
15% decline in key usage
metric
Case Study: Findings
Average NPS score of churned customers = 7.2 (scale is 1 to 10) Only a small number of churned customers had highest level Support tickets
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We Drive Customer Success for the Subscription Economy
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Q & A
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Ben Hopkins, Product Marketing Mgr [email protected] Tel. +1 415-525-5540 pentaho.com
Kevin Dobbs, CEO [email protected] Tel. +1 510-336-0019 montclare.com
Nick Mehta, CEO [email protected] Tel. +1 408-623-2645 gainsight.com
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Thank You
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@Pentaho
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