Forging an Analytics Center of Excellence

32
© 2013 Cisco and/or its affiliates. All rights reserved. Cisco Confidential 1 Cisco Confidential 1 Naznin Shroff, Gregory Lewandowski May 20, 2014 Forging an Analytics Center of Excellence

Transcript of Forging an Analytics Center of Excellence

Page 1: Forging an Analytics Center of Excellence

© 2013 Cisco and/or its affiliates. All rights reserved. Cisco Confidential 1Cisco Confidential 1

Naznin Shroff, Gregory Lewandowski

May 20, 2014

Forging an Analytics Center of Excellence

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© 2013 Cisco and/or its affiliates. All rights reserved. Cisco Confidential 2

Introduction

Naznin ShroffSenior Manager

Innovation, Performance Management & Analytics CoE

Gregory LewandowskiSenior Manager

Analytics CoE & Data Visualization (@lewandog)

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Agenda

Introduction

Governing Body

Analytics CoE

Lessons Learned

Q&A

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Introduction

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Cisco designs, manufactures, and sells networking and other products related to the communications and information technology industry worldwide.

John Chambers’ (CEO) stated goal is to be the #1 IT company in the world.

Cisco Systems Inc.

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Rapid Data Growth Leads to BI Challenges

Business Intelligence

Engineering

MarketingSales

Finance

Supply Chain

Human Resources

InformationTechnology

Custom BI solutions propagating within functions

1

BI skills dispersed in pockets throughout the enterprise

2

Inconsistent tools, processes, and approaches being used

3

Data multiplying in silos in offline tools and systems

4

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Journey to Analytics Excellence

Business Intelligence organization

formed under CFO

Business Intelligence organization

moved to COO

Integrated functional

and regional teams to optimize

operational efficiencies

Corporate Initiative

Create Global Shared

Services Organization in

Operations

Corporate InitiativeBusiness

Intelligence under the spotlight

Vision Analytics is differentiator and driver of

growth for Cisco

2009 2012 2013

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Global Business Service – Business Intelligence

Vision: Accelerate Cisco’s competitive advantage by understanding the past, managing the present, and changing the future.

Enterprise information

management, data quality, architecture,

policy & governance

Governance

CoE for analytics and innovation,

including data visualization

Analytics CoE

Establish and cultivate strategic

relationships with business

functions

Customer

Data supply chain,

solutioning & execution of

delivery services

Delivery

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Naznin ShroffSenior ManagerInnovation, Performance Management & Analytics CoE

BI and Analytics Governing Body

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Genesis: BI and Analytics Governing Body

Early Foresight: No mantle of authorityLATE 2011

The Perfect Storm: X-Functional alignment issues for Co. KPI’s

OCT 2012

Formed interim cross-functional Steering Committee

Expand formal governing body Charter and Structure

Robust Collaboration: Crisis resolved

MAR 2013 JUL 2013

Longer Term Opportunity: To steer the BI/Analytics strategic direction for Cisco

Operational cadence established

MAR 2014

Valu

e

Maturity

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SVPs

& V

PsScope & Charter for Governing Structure

Steering Committee • Provide direction and sponsorship for company wide Business Intelligence priorities • Actively promote data driven decision making• Hold Operating Body accountable to commitments; serve as escalation authority.

Participation level: Sustaining 80+% active participation across high profile leaders of the Co. for over 7 Quarters

Quarterly cadence

Sr. D

irect

ors

Operating Committee • Execute on direction from Steering Committee• Drive cross functional priority alignment• Facilitate change management & adoption

Monthly cadence

Steering Committee and Operating Body as Governing StructureRepresentation across all business functions

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The Results!

• Created excitement around BI and Analytics at Cisco

• Passionate Sr. leaders across functions steering direction for the Enterprise

• Change culture and drive Enterprise transformation mindset

• Yielded prioritization of key BI / Analytics initiatives across Cisco – Analytics CoE among TOP 5

Analytics CoE

1

Corporate Hierarchies; Master Data

Management & Governance

2

Application Consolidation &

Governance

4New Business

Models Enablement

3

Relationship Management (Customer,

Partner, Supplier, Employee)

5Top BI /

Analytics Priorities

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Gregory LewandowskiSenior Manager, Analytics CoE & Data Visualization

Analytics Center of Excellence

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Constantly Changing BI and Analytics Environment

From hampered to

happyFrom functional

to cross-functional

From idea to execution

Moving from information to understanding

Old SchoolTraditional BI

delivery models…and processes

Differentiating data

communicationInteractiveImmersive

Anybody can be a “Data Producer”

Focus on the business

Centralized org promoting analytics

Accelerate Cisco’s competitive

advantage by changing the

future

Teaching Consulting Community

building Leading change

2 weeks to prod (max)

On-the-fly enhancements

Fanatical users Viral growth

Analytics CoEFramework

Too slow Too expensive Too inflexible

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From Control to Balance

Balance…Is

Self-Reliance

Business Value Sandbox Agility

Control…Was

Gate-keeper

Protect Performance Process Inflexib

le

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Constantly Changing BI and Analytics Environment

From hampered to

happyFrom functional

to cross-functional

From idea to execution

Moving from information to understanding

Old SchoolTraditional BI

delivery models…and processes

Differentiating data

communicationInteractiveImmersive

Anybody can be a “Data Producer”

Focus on the business

Centralized org promoting analytics

Accelerate Cisco’s competitive

advantage by changing the

future

Teaching Consulting Community

building Leading change

2 weeks to prod (max)

On-the-fly enhancements

Fanatical users Viral growth

Analytics CoEFramework

Too slow Too expensive Too inflexible

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DataViz Community

• Industry Knowledge• Reading recommendations• Social Media suggestions• Videos – linked and

produced• Blogs• Calendar of Events• Links to Partner

Communities• Training• Consulting

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Constantly Changing BI and Analytics Environment

From hampered to

happyFrom functional

to cross-functional

From idea to execution

Moving from information to understanding

Old SchoolTraditional BI

delivery models…and processes

Differentiating data

communicationInteractiveImmersive

Anybody can be a “Data Producer”

Focus on the business

Centralized org promoting analytics

Accelerate Cisco’s competitive

advantage by changing the

future

Teaching Consulting Community

building Leading change

2 weeks to prod (max)

On-the-fly enhancements

Fanatical users Viral growth

Analytics CoEFramework

Too slow Too expensive Too inflexible

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ResponsibilitiesSE

RVER

Centrally managed HW & SW resources

SUPPO

RT

Support and maintenance

IT integrations

GO

VERN

Streamlined engagement2 meetings –

2 weeks

ENG

AG

E Unobtrusive Governance & Operations

BYO

D

Bring your own data

BYO

DBBuild your

own dashboards

MYO

D

Manage your own

deploymentM

YOL Manage your

own learning

IT Business

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Constantly Changing BI and Analytics Environment

From hampered to

happyFrom functional

to cross-functional

From idea to execution

Moving from information to understanding

Old SchoolTraditional BI

delivery models…and processes

Differentiating data

communicationInteractiveImmersive

Anybody can be a “Data Producer”

Focus on the business

Centralized org promoting analytics

Accelerate Cisco’s competitive

advantage by changing the

future

Teaching Consulting Community

building Leading change

2 weeks to prod (max)

On-the-fly enhancements

Fanatical users Viral growth

Analytics CoEFramework

Too slow Too expensive Too inflexible

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Data Supply Chain

Governance

Analytics

Community

Interpret &

Disseminate

Results

Foster Innovati

on & Drive

Culture Shift

Attract &

Retain Analyti

cal Talent

Branding value

of Analyti

cs

Analytics Vision: What the CoE DrivesAccelerate Cisco’s competitive advantage by understanding

the past, managing the present, and changing the future V

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Data Supply Chain

• Create a process for delivery of “analytics ready” data

• Dream state:

1 page online request

24-48 hour turn-around for delivery

• Manage analytics platforms

• Extract, transform, load

• Cleanse & profile data [to a point]

• Data Virtualization

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Analytics is only as good as the data – Trust in data quality is paramount

Governance

Certified Data

The Analytics CoE will consume data from approved sources

Data Stewards

Leverage data stewards as subject domain experts

FeedbackWork closely with data governance team if new policies and/or access criteria is needed

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Analytics Community

• Established early credibility through DataViz community

• Carry this over for Analytics CoE

• Resource for industry best practices and up-leveling skills and techniques

• Virtual Community – bring together the multitude of Analytics teams within Cisco

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The ONLY Tableau in this Preso…

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Repeatable Process for Data Analytics

Data AnalyticsProcess

Model Building

Operationalize

Model Planning

Discovery

Frame business problem, anticipated outcomes & value.

Assess data requirements and acquire data within

sandbox.

Deliver final reports and documents and

implement models in production

environment.

Develop data sets for testing, training &

production. Run test through model.

Communicate Results

Data Prep

Identify key findings, quantify business value and create executive

summary.

Perform initial data analysis and formulate

hypothesis.

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Foster Innovation & Drive Culture Shift

Drive change mindset across Cisco

towards analytics

Increase risk taking – Fail fast and fail

often, learn, move on

Provide opportunities for internal

development

Drive and reward disruptive innovation

Incorporate industry

perspective and outside-in thinking

Leverage contemporary

tools

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Analytical TalentDefine Needs & Team Composition

Develop & Retain

Discover, Attract & Source

Define Roles

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Leverage Multiple Means to Increase AwarenessInternal & External Events, Industry Participation, Online Community

Maximum Return on InvestmentCost Optimized, Repeatable Model for Scalability & Process Improvement

Relationships & Expert SkillsHigh-Touch Client Relationship Management, Business Acumen and Technical Capabilities in a Single Team, Strong Vendor Strategy

Tangible ValueMake Money, Save Money, Make Business Partners Happy

Branding Value of AnalyticsDrive focus towards Analytics to accelerate Cisco’s competitive advantage

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Deliver on Value Promise

Source: Facebook Analytics Team (Ken Rudin)

Business BenefitsMove a Metric

Change a Behavior / Process

Change a Product / Service

Protect or Increase Revenue

Increase Profitability

Drive Efficiencies –

Speed of Business

Provide Competitive Advantage

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Lessons Learned

Must be able to show value along the way

Be prepared to find the unexpected

Speed is essential – get started now

Fail Fast, Fail Often, Learn &

Move On

Analytics Leads to Better Questions

Change is hard – Business relationships are critical to success

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TOMORROW starts here.