Upload
fcbpartners
View
94
Download
0
Embed Size (px)
Citation preview
Maximizing the Business Impact of Analytics
WebinarJune 15, 2016
Frank CapekFCB AffiliateTo subscribe to the webinar series, email [email protected] or call 617 245 0265
2©2016 FCB Partners. All rights reserved.
2016 Webinars and Courses
WebinarsTitle Date
Improving the Performance EnvironmentRobert Sher, CEO to CEO
May 11
Smart Work: Book LaunchSteve Stanton, FCB Partners May 18
Asset Commissioning & StartupTom Purves, VP Shell (ret’d) June 1
Business Impact of AnalyticsFrank Capek, Customer Innovations June 15
Smart StrategyTim Collins, Director, Rich Products June 29
Courses
Title Date and Location
Power of ProcessSteve Stanton
New Orleans, LAOctober 24-25Hammer Certification
Implementation and ExecutionKay Coleman
New Orleans, LAOctober 26-27Advanced Certification
Leading TransformationWalter Popper
New Orleans, LAOctober 26-28Hammer Certification
For information about onsite courses and workshops call 617 245 0265 or contact us by email: [email protected]
Where We’re Coming From…
For more than 25 years, Customer Innovations has helped leading organizations successfully innovate products, services and experiences that transform the performance of their business by improving the well-being of
customers, employees, and other stakeholders.
Over this time, we’ve evolved unique capabilities in three areas:
3 | © 2016 Customer Innovations. All Rights Reserved.
Client Example: A Company With a Performance Challenge
The Challenge:Katrina, Rita, Gustav, Ike, Isaac ,
Arkansas Ice Storm, etc…
In 2009, all 5 Entergy Operating Companies were in the 4th Quartile of J.D. Power. Entergy New Orleans was in last place.
Entergy’s Utility Business 5 operating companies across 4
contiguous states: Arkansas, Louisiana, Mississippi, Texas
4 | © 2016 Customer Innovations. All Rights Reserved.
Fast Forward a Few Years…
Entergy Mississippi
Entergy New Orleans
Entergy Arkansas
Entergy Texas
Entergy Louisiana
PSE&G
We Energies
Con Edison
Pepco
Southern California Edison
Atlantic City Electric
L. A. Dept. of Water & Power
PPL Electric Utilities
29%
26%
25%
25%
23%
14%
14%
13%
12%
12%
11%
11%
11%
Proactive Outage Communications
Entergy is the first company to capture all of the top spots in any
category three years in a row.
2013 J.D. Power National Ranking
Over 3 years, Entergy’s overall JD Power national ranking improved from lower-4th quartile to mid-2nd
quartile with Entergy Arkansas now in the 1st quartile.
Outage-related call volume was also significantly reduced: from 35% of effected customers to 8% with only
2% requiring agent contact.
5 | © 2016 Customer Innovations. All Rights Reserved.
Maximizing the Impact of Analytics: Aligning Three Processes
DEMAND
• Overall Objectives – Define clear and precise business objectives for analytics-related projects or processes.
• Leadership & Strategic Direction – Alignment on the direction & prioritization of analytic investments & activities
• Closed Loop Analytic Process– An integrated set of processes for collecting, analyzing, communicating, applying, planning, & acting on customer findings
SUPPLY• Problem Statement – Ensuring
specific questions are effectively framed.
• Collection – Gathering customer and market data appropriate to the objectives.
• Analysis – Deriving high impact actionable insight from the data. Developing recommendations for improved performance or decision making.
• Communication – Reporting and briefing decision makers in a way that creates understanding and leads to desired actions.APPLICATION
• Alignment on Implications – Building executive agreement and momentum on applying key findings• Action Planning – Structuring an appropriate action plan for improving performance• Execution – Ensuring accountability and follow through• Feedback – Measuring the business impact of actions taken and refining the understanding of the firm’s
relationship to the market and to the customer.
6 | © 2016 Customer Innovations. All Rights Reserved.
These Processes Are Typically Misaligned
• Demand from individual stakeholders idiosyncratically negotiated.
• Demand framed as broad areas of interest rather than prioritized hypotheses and experiments.
• Analysis is commissioned within silos.
• Patterns with strategic implications go unrecognized; or, patterns that have emerged have been largely discounted or ignored (I.e, pricing issues, service issues)
• Valuable analytic findings gather dust in one silo while blocked from action by other silos
• There is a “capability seeking a problem” approach to investments in big data analytics / decision sciences.
• Analysts lack critical contextual understanding of data sources and of customers’ real life motivations and end-to-end experiences.
ApplicationSupplyDemand
Strategic Asset
StrengthCompetence
Emergingad Hoc
Analytic Process MaturityExample: Leading Finance Services Company
7 | © 2016 Customer Innovations. All Rights Reserved.
Getting it Right: Three Key Characteristics
Outcomes DrivenHolistically Integrated
Iteratively Convergent
Analytic investments are clearly focused on understanding and influencing the specific behaviors that have the greatest impact on business results
Analytic investments build a holistic qualitative AND quantitative
understanding of what customers do, why they do it, and how to
influence the most critical behaviors
Analytic investments are embedded in a fast cycle experimentation process that
continuously evolves a deeper understanding of customer behavior as
well as levers for influencing that behavior
8 | © 2016 Customer Innovations. All Rights Reserved.
A Small Number of Behaviors Drive Significant Performance Gains
Automotive Service• Visit frequency• Customer referrals
Financial Advisory• Goal statement• Completed plan
Restaurant Chain• The second occasion• Ordering wine with meal
Business News• Second time renewals• Online visit frequency
Insurance Company• Life customers
that buy auto• Auto renewal rates
For Example:
9 | © 2016 Customer Innovations. All Rights Reserved.
Electric Utility• Outage communications• High-bill reactions
10 | © 2016 Customer Innovations. All Rights Reserved.
What?
Why?
Moving From “Knowing About” to “Knowing” Customers
AnalyticsAnalysis of actual behavioral patterns and social data in order to identify correlations, clusters, potential influence levers, and the results of experiments with new offerings.
ObservationRelating to people in their environment to develop intimate awareness of their latent needs, motivations, behavioral pathways,
usage patterns and choice drivers
ElicitationA set of structured instruments and projective
techniques that surface behavioral preferences, goals, metaphors, constructs, behavioral
pathways, emotional states and choice drivers.
Direct
Indirect
Discovery &Sense-making
Loops
11 | © 2016 Customer Innovations. All Rights Reserved.
Innovating WITH Customers vs. Innovating AT Customers
Innovating WITH Customers
“Engage and Experiment”Engages customers in the articulation and prioritization of needs, as well as the design of products, services, and
experiences
Innovating AT Customers
“Plan and Push”Researchers and designers get closer to the state
of mind, behavioral pathways, and feelings of the customer
CustomersDesigners
12 | © 2016 Customer Innovations. All Rights Reserved.
The Innovation Lab Engages Customers and Other Key Stakeholders
The Innovation Lab is a structured approach and platform for engaging customers and designers along with business stakeholders and other diverse participants in the process of innovating new products, services and experiences.
Concepts are iteratively defined, tested and validated in a way that accelerates progress and minimizes risk.
InnovationLab
Work Teams (Design, Implementation, Testing)
Designers
BusinessAnalysts
Customers
SolutionConcepts
Solution Concepts
SolutionConcepts
SolutionConcepts
Facilitator/Process Manager/Recorder
BusinessStakeholders
13 | © 2016 Customer Innovations. All Rights Reserved.
The Lab Uses Experimentation to Move from Ideas into Action
Developing Innovative Product, Service and Experience Concepts
Understand Customer Goals and Behavior
Generate Ideas
Develop Concepts
Refine PotentialOfferings
Structure & RunExperiments
Define Value Chain Implications
Detail Operating Model Changes
Prototype Technology
AddressCultural Changes
Develop Phased Implementation Plan
Aligning for Deployment and Profitable Operations
Fast-CycleBusiness
ExperimentsCycle Time:1-3 Months
Validated Solutions
Cycle Time:3-6 Months
14 | © 2016 Customer Innovations. All Rights Reserved.
Getting it Right: Three Key Characteristics
Outcomes DrivenHolistically Integrated
Iteratively Convergent
Analytic investments are clearly focused on understanding and influencing the specific behaviors that have the greatest impact on business results
Analytic investments build a holistic qualitative AND quantitative
understanding of what customers do, why they do it, and how to
influence the most critical behaviors
Analytic investments are embedded in a fast cycle experimentation process that
continuously evolves a deeper understanding of customer behavior as
well as levers for influencing that behavior
15 | © 2016 Customer Innovations. All Rights Reserved.
Questions
16 | © 2016 Customer Innovations. All Rights Reserved.