Slides of the course on big data by C. Levallois from EMLYON Business School.
For business students. Check the online video connected with these slides.
-> Explanation of how CRM (Customer Relationships Management) can play new roles in a data-driven company.
Seal of Good Local Governance (SGLG) 2024Final.pptx
The new role of CRM in a data driven business
1. MK99 – Big Data 1
Big data & cross-platform analytics
MOOC lectures Pr. Clement Levallois
2. MK99 – Big Data 2
Definitions
•
CRM
–
Customer Relationship Management
Part of the Information System of the firm.
3. MK99 – Big Data 3
Stocks Book keeping Purchases Orders …
Sales,
Contracts,
Customer
Payroll
Attendance
Performance…
Logistics / Supply Chain
CRM
Accounting software
HRMIS
SCM IS
ERP
Information system of the firm
4. MK99 – Big Data 4
CRM in practice (pre-2000)
Id Customer
Name
Address
Gender
DoB
Id Purchase
Date
Product
Volume
Discount
Id Customer
Id Marketing Action
Date
Id Customer
Type (call, email, …)
Result
Agent
Your own servers:
Actions table
Transactions table
Customer table
5. MK99 – Big Data 5
CRM: What changed with the digital transformation
1.
You should manage more than “Customers”
–
Customers: they buy
–
Advocates: they talk
–
Qualified prospects: they are candidates to buying
–
Listeners: they are in your audience
–
Second degree network: the wider public, still can be reached
2.
Touch points have blossomed
–
Email, blogs, channels, platforms, micro-sites, games, social networks…
–
Mobile / Tablet / Desktop / iWatch / social TV
3.
Relations: it got complicated
–
You create content
–
Your customer / advocates / prospects create content
–
All across channels
–
Communication is two-ways
4.
Expectations have elevated
–
Real-time
–
Localized
–
Personalized
–
Truly interactive
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Ex: the ‘Share a Coke’ campaign
1.
What CRM would you need to manage a campaign that:
–
Crosses all channels, and blurs communication and sales
–
Generates individual behaviors and self-produced media content (incl. much pic. & video content)
–Needs to adapts product offering / labelling on a daily basis, in different countries
2.After the campaign is closed, how would you leverage its results?
7. MK99 – Big Data 7
So CRM have transitioned…
1.
From a support system…
–To help track KPIs for management
–Salesforce automation
–Facilitating accounting
–To comply with legal requirements
–And running the obligatory loyalty program
2.… To the cockpit room for market facing activities
–Collecting and storing data without limitation of volume, variety, or velocity
–Monitoring sales but also multichannel campaigns and user-generated content
–Generating localized, real-time, personalized micro- campaign suggestions
–Able to plug and play with external data sources and analytic solutions
Goal: facilitating administrative duties
Goal: Stimulating the relations btw the company & the market
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3 key areas of transformation for CRMs
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DMP in the Cloud Ex: SalesForce Bluekai
1. Local resources replaced by a data management platform
Web analytics solution
Demand-Side platform for ad campaigns
Supply-Side platform for ad placements
Social media analytics for activity on Twitter, Facebook, etc.
Mobile apps analytics for reports on Android, iOS etc.
POS management software
for reports on brick & mortar sales
(new data source ready to be plugged in)
Ex: Mediamath
Ex: Google analytics
Ex: Google’s AdSense
Ex: Hootsuite
Ex: Localytics
Ex: Microsoft Dynamics
API
API
API
API
API
API
API
10. MK99 – Big Data 10
2. Reporting tools replaced by data science
1.
Hacking skills (not in the “pirate” sense.) Means the capacity to make things work in new, unpredictable environments, with the tools at hand. -> Ex: Find a way to manage huge volumes of clicks, app downloads, store sales data, product reviews etc. for analysis in an Excel spreadsheet?
2.
Math & stats knowledge Means the capacity to apply relevant analytical approach to the problem – don’t need to be a math major! -> Ex: how do I predict which customers are most likely to react positively to my email campaign? What tools are avail. to identify segments?
3.
Substantive expertise Also called “domain knowledge”. Means the ability to understand the specificities / particularities of the business activity. -> Ex: how do I interpret the results of my analyses given what I know of my business environment?
Source: http://drewconway.com/zia/2013/3/26/the-data-science-venn-diagram
11. MK99 – Big Data 11
3. Customer relations evolved
1.
Community Management is not optional
–
Data-driven and also curated by editors, customer service specialists and evangelists
2.
Interactions have become personal and 2-ways
–
… and this is not just about customers writing on blogs:
–
Push notifications on mobile, personal emails and calls, geolocalized ad displays, real time conversations on Twitter and Facebook.
3.
Seamless customer experience in a cross-channel environment is a default
–
With channels multiplying, customers elevate their expectations as to the quality of service companies should provide.
–
Discovery, ordering, delivery, after-sales servicing: all integrated.
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Summary
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CRMs shifted from an admin support system to a lever for action.
•
CRMs have finally become customer focused: personalized, real time, two ways, integrated across channels.
13. MK99 – Big Data 13
This slide presentation is part of a course offered by EMLYON Business School (www.em-lyon.com)
Contact Clement Levallois (levallois [at] em-lyon.com) for more information.