Big Data Agile Analytics by Ken Collier - Director Agile Analytics, Thoughtworks
Icc agile analytics overview
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Transcript of Icc agile analytics overview
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Overview
Data Analytics Practice
Create a State of the Art Analytics Development Center for use by the local, national and international communities
Create hundreds of high paying jobs by hiring and training college graduates using our fully developed Information Factory model for Agile Analytics
Work with Universities to create enhanced curricula in Advanced Analytics and create a think tank for higher level Business Analytics staffed by prominent
professionals, fed by the young rising stars of the Information Factory
Offer our Corporate partners an onshore alternative with proven cost and business value advantage that add jobs in Columbus
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A Columbus Vision
Choosing ICC to participate in this initiative will be a great story for the Columbus community and Columbus 2020!
Together, Columbus 2020, Columbus Corporate Leaders, ICC and its partners will:
Columbus 2020!
About ICC
A Columbus success story, employing over 500 associates, dedicated to the local community
Largest privately-held IT consulting firm in Ohio
Largest data analytic practice in the Midwest
Innovative research, delivery and training methodologies
20+ years of excellence and 100% client satisfaction
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ICC Overview
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ICC is a different kind of information technology service provider. We focus on what information our clients need to achieve success. We envision innovative solutions using emerging technologies, then integrate technology, knowledge and processes to give our clients sustained competitive advantage.
Simply put… We deliver insight and analytics that matter!
VisionICC Overview
Community Engagement
Columbus 2020 Investor Advisory Council
Charter Sponsor of TechTomorrow (formerly CIO Symposium)
Major Sponsor of CIO Solutions Gallery (Ohio State - Fisher College of Business)
Longstanding member of Tech Columbus
Sponsor of multiple charitable institutions
Sponsor of local and national industry, vendor and professional organizations
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ICC Overview
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ICC Overview Top 20 Clients ABB Abbott Labs Abercrombie Affinion Battelle BMW
Cardinal Health Chemical Abstract Service Greif Honda Huntington Bank IBM Limited Brands
McGraw-Hill Momentive Nationwide NetJets State Auto State of Ohio Wendy’s
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Business Model
Execution Excellence
Public/Private Collaboration
Applied
Research
Applied Research Solving practical problems in a messy world Applying knowledge and methods for client driven purpose.
Public/Private Collaboration University curricula exchange Analytics lecture series Industry thought leaders
Execution Excellence Information Factory - Onshore Delivery Model Job creation engine
“ICC has been a very valuable partner in helping us define industry trends and future needs. Additionally, they have provided opportunities for our faculty to learn about new and immerging areas by welcoming us to their facility and by encouraging our involvement with industry groups involved in areas like advanced analytics in the greater Columbus area.” Thom Luce – Professor & Chair MIS, Ohio University
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Full Service Consulting
Analytics is the process of obtaining an optimal or realistic decision based on existing data. Common applications of analytics include the study of business data using statistical analysis in order to discover and understand historical patterns with an eye to predicting and improving business performance in the future.
ICC provides full service consulting including:
Advanced Analytics Data Mining Data Visualization Healthcare Analytics Predictive Analytics Sentiment Analysis Statistical Analysis Web Analytics
Capabilities
Business Intelligence Data Architecture Data Stewardship Enterprise Decision Mgmt. Credit Risk Analysis Fraud Detection Marketing Analytics - SVOC Operational Reporting Supply Chain Analytics
Data Integration Data Consolidation Data Migration Data Virtualization Enterprise Service Bus ETL/EAI/EII Master Data Mgmt.
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Thought Leaders in Analytics
ICC - Achievements Architected Agile Analytics methodology and Agile Maturity Model Created Information Factory delivery model Early adopter of Mobile Analytics platform First deployment of data analytics combining textual and relational data First deployment of cloud analytics First implementation of database appliance platform First implementation of decision intelligence platform
ICC - Current Research The Challenges and Opportunities of Big Data Understanding Customer Sentiment Analysis Leveraging Smart Phone data The Wisdom of Crowds – Practical Applications
ICC - Published Articles – (recent) Host of the Agile BI Channel - http://www.b-eye-network.com/channels/5557/ Agile Expert Blog – Jim Gallo Who are the Business Intelligence Leaders of Tomorrow? - TDWI
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Agile Analytics Maturity Model
ICC created an
industry leading process model to
enable rapid delivery of analytics
The Maturity Model involves the following aspects:
Maturity Levels: A 5-Level process maturity continuum - where the uppermost (5th) level is a notional ideal state where processes would be systematically managed by a combination of process optimization and continuous process improvement.
Key Process Areas: A Key Process Area (KPA) identifies a cluster of related activities that, when performed collectively, achieve a set of goals considered important.
Goals: The goals of a key process area summarize the states that must exist for that key process area to have been implemented in an effective and lasting way. The extent to which the goals have been accomplished is an indicator of how much capability the organization has established at that maturity level. The goals signify the scope, boundaries, and intent of each key process area.
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Agile Analytics Maturity Model
1
Defined
2
Architected
3
Implemented
4
Integrated
5Optimized
(Continuous)
AA Maturity Levels
People
Process
Platform
RolesResponsibilitiesCompetencies
AlignmentDynamicsMeasures
FormationExecutionResults
Cross FunctionalCohesiveAccountable
GrowthLearningImprovement
GoalsDeliverablesMeasurements
WorkflowsArtifactsSignoffs
ReleaseSprintsAcceptance
StreamlinedProductionSupport
LeanCost EffectiveValuable
ToolTechniqueFramework
PatternsTemplatesStandards
SharedConnectedConformed
ReusableConfigurableMaximized
InstalledMaintainedSupported
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Agile Analytics Productivity
Quality
Speed
People
Platform
Process
0Current State
1Defined
2Architected
3Implemented
4Integrated
5Optimized
Combined
Velocity
Semantic Modeling and Agile Methodologies increase velocity and enables delivery of analytics in weeks!
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Information Factory Positioning
Outcome-based pricing, guaranteed deliverable quality Readily scalable model - recruiting top talent produced by local universities High job growth realized by winning data analytic projects competing head-to-head against offshore vendors (Infosys, TCS, Wipro)
Onshore Resources at Offshore Prices, Better Results!
We are well on our way to establishing a state of the art analytics practice in Columbus, Ohio in conjunction with local universities and local and national clients.
Working with Columbus 2020! will allow ICC to accelerate our Agile Analytics Development Center generating hundreds of new jobs in Columbus.
We are poised to capitalize on the integration of our previous innovations with the alignment of high level analytics experts to supplement/enhance our team.
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Hiring the best talent Recruiting
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“The Information Factory development approach that ICC utilizes is one of the best I have ever come across. They are the only consulting firm that I have used that have truly been able to put in practice a systemic, Agile project approach for Business Intelligence and ETL development.” Jerry Bisaha – Director BI Limited Brands
“A collective ofintelligent mindsfunctioning as onecohesive unit”
“Information Factory; professional end-to-end delivery of exceptional data integration through nimble, adaptive practices at extremely competitive rates”
“Robust and flexible processesimplemented in a cost efficient andhighly optimized factory like setting.”
Agile ADC - Delivery Model
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Mobile Analytics Capabilities
Mobile Devices are Hot!
These new platforms provide huge potential for developing analytics that profile consumer behavior and/or provide workforce productivity gains.
The critical work (and jobs) is in the creation of an enterprise mobile analytics strategy, business process re-design, development of mobile analytics/applications, integration with legacy applications and developing mobile governance and security processes.
ICC is an early adopter of the Mobile platform and has developed several market ready applications and analytics solutions for our clients.
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Mobile Analytics Multi-platform
Providing your data in context, anytime, anywhere
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Columbus 2020!
Providing your data in context, anytime, anywhere
ICC is a willing partner to achieve JobGrowth in Columbus.
We are committed to doubling ourIT workforce by 2015.
We are committed to hiring, training andretaining college graduates providingthem exceptional opportunities for ITleadership.
We will continue our financial andexecutive commitment to support theregional economic development and jobcreation strategies of Columbus 2020!
Commitment