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Rules of Rules of EngagementEngagement
December 18, 2001
Tools and Technologies for Managing the Customer Relationship
AgendaAgenda
1. Overview What does CRM mean? Why is it a corporate priority?
2. Guiding Principles What are the main principles of CRM?
3. Core Requirements What are the business requirements of a CRM solution?
4. Solution Components What are the main components of a CRM architecture?
5. Tools of the Trade What are the various categories of tools?
6. Trends and Trepidation How is CRM technology likely to evolve?
OverviewOverview
“What is CRM?”
“We ignore the entire discipline
of CRM.”
Customer DisserviceCustomer Disservice
They have turned a simple order into a month long ordeal.
All these people had to do was ship my order and apply a $20.00 coupon. Not only was my $20.00 coupon not applied … Not only was my credit card billed for the full amount of $45.48 …Not only was my first order rejected … Not only did I find this DVD at Future Shop for $5.00 less minus shipping …Not only was my order over 2 weeks arriving and your cue times for support over 20 minutes,
BUT the DVD was defective!
This is not the end of my problem with chapters. After a total of 4 calls to customer service and 6 or 7 emails, I managed to have 14.90 credited back and then 9.80 recharged to my card. All together my experience with chapters online has been one of disgust.
They have turned a simple order into a month long ordeal.
All these people had to do was ship my order and apply a $20.00 coupon. Not only was my $20.00 coupon not applied … Not only was my credit card billed for the full amount of $45.48 …Not only was my first order rejected … Not only did I find this DVD at Future Shop for $5.00 less minus shipping …Not only was my order over 2 weeks arriving and your cue times for support over 20 minutes,
BUT the DVD was defective!
This is not the end of my problem with chapters. After a total of 4 calls to customer service and 6 or 7 emails, I managed to have 14.90 credited back and then 9.80 recharged to my card. All together my experience with chapters online has been one of disgust.
SEGMENTSEGMENT INDIVIDUALINDIVIDUAL
CRMCRMCRM
DbmDbmDbm
eCRMeCRMeCRM
DMDMDM
SEGMENTSEGMENT INDIVIDUALINDIVIDUALSEGMENTSEGMENT INDIVIDUALINDIVIDUAL
CRMCRMCRM
DbmDbmDbm
eCRMeCRMeCRM
DMDMDM
OLD MODELOLD MODEL INTRUSIVE INTRUSIVE …
heavy reliance on print and broadcast media
INFERENTIAL…INFERENTIAL… generic messaging based on “best guess”
INCONSISTENT … INCONSISTENT … no memory of past customer interactions
NEW MODELNEW MODEL
COLLABORATIVE…COLLABORATIVE… customers given a greater voice through interactive channels
CONSENSUAL CONSENSUAL … customers shape terms of relationship
CONSISTENT … CONSISTENT … customers treated with the respect due them.
A New Marketing ModelA New Marketing Model
No Pain No GainNo Pain No Gain
CONSTRAINTSCONSTRAINTS Cost and pain of Cost and pain of
integrationintegration
Lean marketing Lean marketing staffsstaffs
Complexity of Complexity of managing managing interactions interactions across multiple across multiple channelschannels
Lack of Lack of infrastructureinfrastructure
Cultural barriersCultural barriers
No experience No experience basebase
Recognition of Recognition of customers at all customers at all touchpointstouchpoints
Consistent Consistent application of application of treatment rulestreatment rules
Personalization Personalization of interactionsof interactions
Instantaneous Instantaneous response to response to eventsevents
Reciprocal Reciprocal exchange of exchange of informationinformation
DRIVERSDRIVERS
Guiding Guiding PrinciplesPrinciples
The Value EquationThe Value Equation
Establish trust
Exchange learning
Anticipate needs
Recognize preferences
Improve satisfaction
Buy more Buy more productsproducts
Buy more Buy more oftenoften
Buy more Buy more easilyeasily
Buy at a Buy at a higher higher marginmargin
Buy over a Buy over a longer periodlonger period
CultivateCultivaterelationships...relationships...
... Enhance ... Enhance profitabilityprofitability
VALUEVALUE
InteractionInteraction ProductProduct DeliveryDelivery ServiceService
The Value Chain The Value Chain
Value PropositionValue Proposition
What value is What value is provided in provided in interactions interactions
with with customers?customers?
What value is What value is provided in provided in
product product features?features?
How easy is it How easy is it to obtain to obtain
products and products and information?information?
How How responsive is responsive is
customer customer service?service?
PersonalizedPersonalized ConsistentConsistent CurrentCurrent
CourteousCourteous ProactiveProactive EmpatheticEmpathetic
UbiquitousUbiquitous ConvenientConvenient FastFast
FunctionalFunctional FlexibleFlexible CustomizableCustomizable
Dynamic SegmentationDynamic Segmentation
VULNERABLEVULNERABLE ADVOCATESADVOCATES
UP AND COMINGUP AND COMING
LOYALISTSLOYALISTSDORMANTDORMANT
NEWBIESNEWBIES
VA
LU
EV
AL
UE
INTENSITYINTENSITY
Virtuous Virtuous CycleCycle
InformationInformation AnalysisAnalysis
PlanningPlanningInteractionInteraction
Develop Develop Customer Customer
BaseBase
Define Define Customer Customer SegmentsSegments
Develop Develop Investment Investment
StrategyStrategy
Track and Track and Measure Measure ResultsResults
Solicit Solicit FeedbackFeedback
EngageEngageCustomerCustomer
Create Create Business Business
RulesRulesDevelop Develop
Management Management PlanPlan
Core Core RequirementsRequirements
Customer Value Management Customer Value Management S
EG
ME
NT
SS
EG
ME
NT
S
Campaign ManagementCampaign Management
PRINTPRINTBROADCASTBROADCAST DIRECT MAILDIRECT MAIL PHONEPHONEE-MAILE-MAILWEBWEB
MASSMASS DIRECTDIRECTCHANNELSCHANNELS
INVESTMENT INVESTMENT STRATEGYSTRATEGY
How much should you How much should you invest in the relationship?invest in the relationship?
CONTACT CONTACT STRATEGYSTRATEGY
How often do you contact How often do you contact customers?customers?
CHANNEL CHANNEL STRATEGYSTRATEGY
What is the appropriate What is the appropriate channel mix?channel mix?
MOST POTENTIAL
MODERATEVALUE
MOST VALUABLE
LEAST VALUABLE
VALUE QUADRANTSVALUE QUADRANTS
MOST POTENTIAL
MODERATEVALUE
MOST VALUABLE
LEAST VALUABLE
VALUE QUADRANTSVALUE QUADRANTS
BEHAVIOURBEHAVIOUR
LIFECYCLELIFECYCLE
LIFESTAGELIFESTAGE
RULES
If…If…
then…then…
SEGMENTSEGMENT
EVENTEVENT
ACTIONACTION
TRENDTREND
OFFEROFFER MESSAGEMESSAGE
RESPONSERESPONSE
CHANNELCHANNEL
else…else…
STATUSSTATUS
REWARDREWARD
Treatment RulesTreatment Rules
LISTLIST LIBRARYLIBRARY
SPLITSPLIT LISTLIST
DEFINE DEFINE OUTPUT MEDIAOUTPUT MEDIA
SAVE AS SAVE AS NEW LISTSNEW LISTS
SPECIFYSPECIFYDESTINATIONDESTINATION
PRODUCE PRODUCE FILE(S)FILE(S)
SORTSORT RECORDSRECORDS
ASSIGN ASSIGN CELL CODESCELL CODES
CAMPAIGN CAMPAIGN DEFINITION DEFINITION
LOGLOG
SELECTSELECT LIST(S)LIST(S)
TESTTESTOFFEROFFER
CONTROLCONTROLOFFEROFFER
SUB-GROUPSUB-GROUP
SUB-GROUPSUB-GROUP
DESCRIBE DESCRIBE OFFERSOFFERS
SPECIFYSPECIFY OUTPUT FIELDSOUTPUT FIELDS
SPLITSPLITINTO INTO
OFFER CELLSOFFER CELLS
• Nth Selection• Percentage• Absolute Count
• Even Split• Absolute Count
Campaign ManagementCampaign Management
Event TriggersEvent Triggers
EVENTEVENTTRIGGERTRIGGER
ACTIONACTION
DECISIONDECISION
WAITWAITEVENTEVENT
YesYes NoNo
ReceiveReceive e-mail e-mail (POP3)(POP3)
CheckCheckdatabasedatabase
High valueHigh value customer?customer?
Re-route e-mail to Re-route e-mail to Priority ServicePriority Service
Create new database Create new database record with e-mail record with e-mail address and textaddress and text
Send e-mail to Send e-mail to Contact CentreContact Centre
Send e-mail Send e-mail requesting requesting registrationregistration
YES
YES
NO
NO
WebWeb RegistrantRegistrant
ContestContestEntryEntry
RSVPRSVPResponseResponse
New?
1-8001-800 CallerCaller
E-Mail?
YES NO
YES NO
>3 Dosage?
YES NO
EVENTEVENTEVENTEVENT
MAIL STREAM
Profile Current?
Heavy User?
YES
Survey
NO
E-alert
On-line?
YES NO
Invitation to Create
On-Line Profile
Heavy User?
YES
Survey
No Action
Prescribed PathsPrescribed Paths
• FAQs• Knowledge Base• Online chat• Personal portal
• FAQs• Knowledge Base• Online chat• Personal portal
Profile dbProfile dbProfile dbProfile db
Enroll
Subscribe
ContentContentRepositoryRepository
ContentContentRepositoryRepository
DynamicContent Delivery
View-BasedNavigation
RulesRulesEngineEngine
RulesRulesEngineEngine
E-zines
CRMCRMToolsTools
CRMCRMToolsTools
Survey Deployment
PersonalizedE-mail
• E-mail filtering• E-mail routing• Autoresponse• Rule creation• List creation• Response tracking
Online Relationship BuildingOnline Relationship Building
Dynamic Content VersioningDynamic Content Versioning
Objective is to dynamically align content with defined customer groups and subscriber opt-in preferences.
Variable Substitutions Name, email, etc.
Section Substitutions Content variations (e.g.
subject, product, etc.)Template Design variations (e.g.
different newsletters)
CUSTOMER DATABASE
CUSTOMER SEGMENT
SUBSRIBER LIST
PERMISSION GROUP
Channel ManagementChannel Management
RICH E-MAILRICH E-MAIL
HIGH-SPEED HIGH-SPEED VARIABLE VARIABLE IMAGINGIMAGING
WEB SITE WEB SITE PAGE VIEWSPAGE VIEWS
CO
NS
UM
ER
CO
NS
UM
ER
PE
RS
ON
AL
IZE
D
PE
RS
ON
AL
IZE
D
CO
NT
EN
TC
ON
TE
NT
DatabaseDatabase StrategyStrategy
RULESRULES
ANALYSISANALYSIS
RESEARCHRESEARCH
Program Program ConceptsConcepts
Interactions & TransactionsInteractions & Transactions
A CRM FrameworkA CRM Framework
UNDERSTAND
DEVELOP
INTERACT
MANAGE
EvaluateEvaluate
CustomizeCustomize
CalibrateCalibrate
PersonalizePersonalize
AggregateAggregate
ValuateValuate
ModelModel
SegmentSegment
RespondRespond
AnticipateAnticipate
ReactReact
RecognizeRecognize
ReinforceReinforce
PromotePromote
InformInform
RewardReward
• GroupsGroups• ProfilesProfiles• MetricsMetrics
• GroupsGroups• ProfilesProfiles• MetricsMetrics
• RulesRules• TriggersTriggers• CampaignsCampaigns
• RulesRules• TriggersTriggers• CampaignsCampaigns• ContactsContacts
• IssuesIssues• ComplaintsComplaints
• ContactsContacts• IssuesIssues• ComplaintsComplaints
• ResponsesResponses• FeedbackFeedback• TransactionsTransactions
• ResponsesResponses• FeedbackFeedback• TransactionsTransactions
Solution Solution ComponentsComponents
• Batch update• Client/server• Monthly cycle
times• Open systems• Relational
databases• Campaign
management• Segment focus
• Real-time update• N-tier
architecture• Daily cycle times• Web-based• Customer
management• Customer focus
1980s1980s1980s1980s
1990s1990s1990s1990sTODAYTODAYTODAYTODAY
• Batch update• Mainframe
dependent• Quarterly cycle
times• Proprietary
databases• Inverted file
structure• Direct mail
management• List focus
The Information EvolutionThe Information Evolution
Functional ClusteringFunctional Clustering
DescriptiveDescriptive AnalysisAnalysis
SUMMARIZESUMMARIZE
COMPARECOMPARE
RANKRANK
FORECASTFORECAST
MEASUREMEASURE
InteractionInteraction ManagementManagement
RESPONDRESPOND
SELLSELL
SERVICESERVICE
SOLVESOLVE
INFORMINFORM
CustomerCustomer ManagementManagement
PROMOTEPROMOTE
EDUCATEEDUCATE
REWARDREWARD
SURVEYSURVEY
PredictivePredictive AnalysisAnalysis
ESTIMATEESTIMATE
INFERINFER
TRANSFORMTRANSFORM
DEDUCEDEDUCE
GROUPGROUP
CUSTOMER INTERACTIONSCUSTOMER INTERACTIONSACTIVITY PLANNINGACTIVITY PLANNING
Current EcosystemCurrent Ecosystem
Extract / Transform / LoadExtract / Transform / Load
MetadataMetadata
EnterpriseEnterprise WarehouseWarehouse
EnterpriseEnterprise WarehouseWarehouse
CAMPAIGNCAMPAIGNMANAGEMENTMANAGEMENT
Campaign creationCampaign creation List creationList creation Event schedulingEvent scheduling Task schedulingTask scheduling
EMAILEMAILMARKETINGMARKETING
Content CreationContent Creation PersonalizationPersonalization Merge/send engineMerge/send engine Response trackingResponse tracking Survey DeploymentSurvey Deployment
ORDER ORDER HISTORYHISTORY
CUSTOMERCUSTOMERPROFILEPROFILE
CONTACT CONTACT HISTORYHISTORY
PROMOTIONPROMOTIONHISTORYHISTORY
QUERY &QUERY & REPORTING REPORTING
TOOLTOOL
ROLAPROLAPTOOLTOOL
DATA MININGDATA MININGTOOLSTOOLS
MAPPINGMAPPINGTOOLTOOL
FRONTFRONT
OFFICEOFFICE
CRMCRM
WebWeb
SFASFA
BACK OFFICEBACK OFFICE
OrdersOrders DistributionDistributionInventory Inventory General LedgerGeneral Ledger
Used to create lists of customers for Used to create lists of customers for promotional campaigns delivered through promotional campaigns delivered through multiple channels.multiple channels.
CAMPAIGN
MANAGEMENT
Used to analyze customer behavioural Used to analyze customer behavioural transactions as well as clickstream data.transactions as well as clickstream data.
CUSTOMER
ANALYTICS
Used to tailor Web content to like-minded visitors based on explicit rules or inferences.
SITE
PERSONALIZATION
Used to interpret, respond to and route e-mail communications from customers.
INTERACTION
MANAGEMENT
Used to support customer-facing functions such as contact management, sales and support.
SALES &
SERVICE
Solution SpectrumSolution Spectrum
Defining AttributesDefining Attributes
“Drag-and-drop” interfaces and component architectures compress development times and allow users to build applications without IT intervention.
Embedded data mining functionality enables smoother integration of scoring models.
Complex treatment rules can be graphically depicted using global logic that controls contact timing and intensity.
Campaigns can span multiple channels and be executed in real-time through job scheduling and event triggers.
““Always On” Always On” modelmodel
Workflow Workflow RulesRules
““On the Fly” On the Fly” ScoringScoring
Component Component ApplicationsApplications
Tools of the Tools of the TradeTrade
Campaign ManagementCampaign Management Supports the setup and execution
of contact programs over multiple channels. Campaign Definition – Set up
standalone, continuous or wave campaigns with associated costs.
Campaign Scheduling – Specify start dates and event triggers.
List Creation – Define target lists and save stored values or selection criteria in a library.
List Scoring – Perform “on the fly” predictive scoring of eligible records.
List Splitting – Split lists into multiple cells using random and Nth selection. Assign keycodes.
Contact Rules – Specify promotional intensity rules governing message frequency and contact intervals.
DEFINE CAMPAIGNDEFINE CAMPAIGN
DEFINE LISTSDEFINE LISTS
REFINE LISTSREFINE LISTS
SPLIT LISTSSPLIT LISTS
SAVE LISTSSAVE LISTS
CREATE OUTPUT FILECREATE OUTPUT FILE
ASSIGN PROMO CODEASSIGN PROMO CODE
OBTAIN FAST COUNTSOBTAIN FAST COUNTS
Opt-In E-Mail CampaignsOpt-In E-Mail Campaigns Supports the setup, execution
and tracking of e-mail campaigns. List Creation – Select opt-in groups
based on targeting criteria. Content Management – Import and
merge e-mail content. Personalization – Customize
messaging with variable text substitutions based on individual characteristics and preferences.
Broadcast Execution – Distribute export files amongst multiple SMTP servers.
Automated Redirection – Track click-throughs to harvest customer data prior to routing.
Event Tracking – Monitor messages sent, bounced and opened as well as unsubscribes.
BUILD CAMPAIGNBUILD CAMPAIGN
SELECT TARGET SELECT TARGET GROUPSGROUPS
SELECT MESSAGE SELECT MESSAGE TEMPLATETEMPLATE
DEFINE CONDITIONAL DEFINE CONDITIONAL EVENTSEVENTS
CUSTOMIZE TEXTCUSTOMIZE TEXT
EXPORT TO SMTP EXPORT TO SMTP SERVERSERVER
TRACK RESPONSESTRACK RESPONSES
Inbound E-Mail ManagementInbound E-Mail Management
Supports efficient handling of large volumes of inbound e-mail.
Message Categorization - Analyzes message content to determine subject.
Auto Respond – Sends automatic acknowledgement to customer with unique case tracking reference number.
Routing – Directs e-mail to appropriate agent based on content.
Ticket Escalation – Escalates message based on time in queue or other factors.
Message Templates – Suggests appropriate responses based on message category and content.
F I L T E RF I L T E R
C A T E G O R I Z EC A T E G O R I Z E
A U T O R E P L YA U T O R E P L Y
R O U T ER O U T E
R E S P O N DR E S P O N D
Contact ManagementContact Management Supports integrated call centre
management activity. Screen Pops – Inbound calls are
routed to agents with pre-populated customer information screens.
Consolidated View – All prior interaction and incident history is available for viewing .
Contextual Treatment – Agents are guided by prompts driven by treatment rules.
Incident Management – Service and support calls are tracked in an incident queue.
Co-Browsing – Web pages can be pushed out to callers for simultaneous browsing.
Text Chat – Agents can interact in real-time with Web visitors in a chat session.
VIEW INTERACTION VIEW INTERACTION HISTORYHISTORY
CREATE SUPPORT CREATE SUPPORT INCIDENTINCIDENT
SEARCH SEARCH KNOWLEDGE BASEKNOWLEDGE BASE
RESOLVE INCIDENTRESOLVE INCIDENT
CLOSE INCIDENTCLOSE INCIDENT
SEND NOTIFICATION SEND NOTIFICATION EE--MAILMAIL
PBXPBX
CTICTI
CDBCDB
Web PersonalizationWeb Personalization Supports the dynamic delivery of
targeted content and offers to individualize the Web experience. Service Portal – Provides
customers with a profile page to register preferences and obtain relevant product and account information.
Offer Optimization – In response to a real-time interaction, selects and presents the optimal offer based on probability of acceptance.
Collaborative Filtering – Recommends appropriate products based on preference patterns of similar customers.
Scenario-Driven Rules –Targets content based on pre-defined business rules derived from user profiles or behavioural data.
PREDICTIVE PREDICTIVE ALGORITHMALGORITHM
SELECT OFFERSELECT OFFER
EVENTEVENT ACTIONACTION TIMETIME
SELECT CONTENTSELECT CONTENT
If If then then elseelse
PRESENTPRESENT
Data MiningData Mining Supports the analysis of
customer transactional data to help explain or predict behaviour. Classification – Classifies records
into discrete groups . Estimation – Estimates a
continuous value. Prediction – Calculates a
probability score based on a set of input variables.
Affinity Analysis – Finds the most common associations between items.
Clustering – Segments records into distinct subgroups or clusters.
Decision Trees – Displays the variables that best explain the behaviour in the form of a decision tree.
D E S C R IB ED E S C R IB E P R E D IC TP R E D IC T
A F F IN IT IE SA F F IN IT IE S
C L U S T E R SC L U S T E R S
A C T IO N SA C T IO N S
V A L U E SV A L U E SS E Q U E N C E SS E Q U E N C E S
D IS T R IB U T IO N SD IS T R IB U T IO N S
Web Traffic AnalysisWeb Traffic Analysis Supports the analysis of log
file data to measure Web site performance. Site Activity – Tracks
number of visits, most requested pages, activity by time of day, errors and abandonments, length of visit, top entry pages, navigation paths, referring URLs.
Merchandising Analysis – Tracks products selected and removed from shopping carts.
Lead Generation – Tracks leads generated from registered visitors.
Banner Ad Analysis – Tracks clickthroughs to banner ads on third party sites.
PAGE VIEWSPAGE VIEWS
HITSHITS
SESSIONSSESSIONS
VISITORSVISITORS
REQUESTSREQUESTS
REFERRERSREFERRERS
ACTIVITYACTIVITY
TRAJECTORYTRAJECTORY
LEADSLEADS
access_logaccess_log refererreferer_log_log error_logerror_log
Trends and Trends and TrepidationTrepidation
The Major PlayersThe Major Players
INTERACTION MANAGEMENTINTERACTION MANAGEMENT
RELATIONSHIP INTELLIGENCERELATIONSHIP INTELLIGENCE
DIALOGUEDIALOGUEMANAGEMENTMANAGEMENT
CONTEXTUALCONTEXTUALSELLINGSELLING
CONTACTCONTACTMANAGEMENTMANAGEMENT
CHANNELCHANNELMANAGEMENTMANAGEMENT
Bridging the GapBridging the Gap
Real-Time InteractionReal-Time Interaction
DECISIONDECISIONENGINEENGINE
ERP SYSTEM
ERP ERP SYSTEMSYSTEM
E-COMMERCESYSTEM
EE--COMMERCECOMMERCESYSTEMSYSTEM
LEGACYSYSTEMS
LEGACYSYSTEMSLEGACY
SYSTEMS
LEGACYLEGACYSYSTEMSSYSTEMS
ERP SYSTEM
ERP ERP SYSTEMSYSTEM
E-COMMERCESYSTEM
EE--COMMERCECOMMERCESYSTEMSYSTEM
LEGACYSYSTEMS
LEGACYSYSTEMSLEGACY
SYSTEMS
LEGACYLEGACYSYSTEMSSYSTEMS
ANALYTICAL ANALYTICAL
SERVERSERVER
CDBCDBCDB
PROFILEPROFILE
DATABASEDATABASE
LOG
FILES
LOGLOG
FILESFILES
PROMOTION
HISTORY
PROMOTIONPROMOTION
HISTORYHISTORY
INTERACTION
HISTORY
INTERACTIONINTERACTION
HISTORYHISTORY
THIRD PARTY
DATA
THIRD PARTYTHIRD PARTY
DATADATA
LOG
FILES
LOGLOG
FILESFILES
PROMOTION
HISTORY
PROMOTIONPROMOTION
HISTORYHISTORY
INTERACTION
HISTORY
INTERACTIONINTERACTION
HISTORYHISTORY
THIRD PARTY
DATA
THIRD PARTYTHIRD PARTY
DATADATA
CUSTOMER TOUCHPOINTSCUSTOMER TOUCHPOINTSCUSTOMER TOUCHPOINTSCUSTOMER TOUCHPOINTS
TREATMENTTREATMENTEVENTEVENT
RulesRules
EstimationsEstimations
PreferencesPreferences
DemographicsDemographics
CRM TrendsCRM Trends Expanding Domains
Vendors will continue to seek the strategic high ground of CRM in an effort to control all interaction channels. Best-of-breed solutions will be displaced by modular suites. Niche vendors will continue to be absorbed by larger competitors. SMEs will opt for ASP solutions.
Common Treatment Rules Organizations will strive to develop common enterprise workflow
methods and treatment rules that are consistent across interaction channels and tools.
Collaboration Push Conventional market research methods will merge with transactional
analysis to invite a reciprocal exchange with customers, bringing them into the product development process.
Consensual Dialogue To overcome market attention deficit (MAD), all communications will
need to be permission-based offering highly personalized content driven by explicit preferences and behaviour-derived rules.