About
Over twenty five years of executive experience in the enterprise software industry in worldwide marketing, product marketing, product strategy, product management, business development, and software development.
• A rare combination of proven business experience as well as solid technical knowledge in on-premise, cloud, big data, social, and mobile applications and enterprise software.
• Widely published author and frequent speaker at trade shows. Recognized visionary and industry thought-leader in Master Data Management (MDM).
• Recruited and successfully led teams across the world.
• Collaborated closely with executives to approve business plans, product vision, and product roadmaps.
• Experience working with C-level executives at customer and at partner organizations in North America, Europe, and Asia.
• Results-oriented and detail-oriented individual with excellent communication and presentation skills.
Published author on data virtualization, master data management (MDM) and data governance, and frequent industry speaker. Check out my blogs, interviews, and publications:
· http://www.dataversity.net/contributors/ravi-shankar/
· http://www.datavirtualizationblog.com/author/rshankar/
· http://www.forbes.com/sites/ciocentral/2013/02/15/why-retailers-need-to-focus-on-mastering-customer-data/
· http://www.b-eye-network.com/listen/7067
· http://www.cio.com/article/149153/_Mistakes_to_Avoid_When_Writing_an_RFP_for_Master_Data_Management
· https://upside.tdwi.org/Articles/2017/03/16/Improve-Customer-Service-and-Intelligence-with-MDM-and-Data-Virtualization.aspx?Page=1
Specialties: CMO, Product Marketing, Demand Generation, Field Marketing, Product Management, Product Strategy, Software Application Development, Project Management, Inbound & Outbound Marketing, Business Development, Customer & Partner Management, Sales Enablement, Competitive Strategy, Pricing & Packaging
Articles by Ravi
Activity
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67% of financial institutions say they're not prepared to deliver the data quality AI requires. Decades of acquisitions, system migrations, and…
67% of financial institutions say they're not prepared to deliver the data quality AI requires. Decades of acquisitions, system migrations, and…
Liked by Ravi Shankar
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We’re entering the era of #AgenticAI — systems that don’t just assist but take action inside business processes. Is your #DataArchitecture ready for…
We’re entering the era of #AgenticAI — systems that don’t just assist but take action inside business processes. Is your #DataArchitecture ready for…
Liked by Ravi Shankar
Experience
Education
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University of California, Berkeley, Haas School of Business
3.7 GPA
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Activities and Societies: President, Evening MBA Association; Member, Student Advisory Committee
Obtained degree while working full-time; #1 Best Part-time MBA: US News (bit.ly/1qtL36H)
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Publications
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Presentation at MDM & Data Governance Summit, Oct 2013 at NYC
The MDM Institute
See publicationJoint presentation with customer Quintiles
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Presentation at Gartner MDM Summit, March 2013 at Texas
Gartner
See publicationMDM journeys begin by solving the most pressing business problem – whether it be party or product-related, or a mix of both. It then expands to another department or region, evolves to support another data domain, or enhances to solve an entirely different business problem. Whatever the need might be, no company has appetite for year-long projects. Latest advances in Universal MDM deliver adaptable architecture and fast time-to-value. Learn how other companies did it!
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Why Retailers Need To Focus On Mastering Customer Data
Forbes
See publicationRetailers today are looking for ways to offset increasing competition, pricing pressure and operating costs. As always, the focus is on the customer. According to the 2012 National Retail Federation and KPMG’s Retail Horizons report, nearly 67 percent of retailers surveyed ranked customer satisfaction as their top strategic initiative for 2012, while 82 percent claimed customer service strategies would be their top priority for the year, up from 75 percent the year before.
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Track Keynote - MDM Summit at NYC Sep 2011 at NYC
The MDM Institute
See publicationJoint presentation with customer St. Jude Medical
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International Keynote - MDM Summit Asia Pacific at Sydney
Enterprise IQ
See publicationAre you on the MDM Journey, yet? The Right and Wrong Master Data Management Strategies to Start Small and Grow Big
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Seven Ways to Reduce IT Costs with Master Data Management
The Beye Network
See publicationInformation technology (IT) managers are facing a dilemma given the current economic climate – despite budget cuts, companies do not expect reductions in the service levels provided by IT to the business. Under such circumstances, how do you maintain or improve service levels and continue to run the business efficiently? Smart IT decision makers are seeking technology investments that can help to accelerate cost reductions and at the same time streamline business processes.
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The Right and Wrong Approaches to Enterprise Master Data Management Journeys
The Beye Network
See publicationThere are two kinds of organizations: those that have implemented a master data management (MDM) solution and those which haven’t but undoubtedly will in the near future. Despite where each organization may be in their MDM effort, what both have in common are questions about achieving better business processes. Companies planning an MDM implementation tend to have important questions regarding vendors, strategies and creating road maps to ensure success and a healthy return on investment…
There are two kinds of organizations: those that have implemented a master data management (MDM) solution and those which haven’t but undoubtedly will in the near future. Despite where each organization may be in their MDM effort, what both have in common are questions about achieving better business processes. Companies planning an MDM implementation tend to have important questions regarding vendors, strategies and creating road maps to ensure success and a healthy return on investment. Fortunately, these companies can learn and benefit from the experiences of organizations that have pioneered MDM and organize their efforts around a common set of principles. For those organizations whose initial MDM efforts brought early success, the question is how can the lessons learned be leveraged to drive more effective data governance across other lines of business and more elements of the system’s infrastructure?
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Getting Off on the Right Foot: Avoiding Common Master Data Management False Starts
The Data Administration Newsletter
See publicationRestricting master data management to a single master data type, registry style or to analytical usage will curb its usefulness in solving difficult business problems.
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How to Write an RFP for Master Data Management
The Beye Network
See publicationCritical master data management (MDM) functionality can be easily overlooked when a request for proposal (RFP) is narrowly focused on a single business data type – such as customer (customer data integration) or product (product information management) – or on near-term requirements within a single business function. Consequently, IT teams and systems integrators alike run the risk of selecting and investing in technologies that may be difficult to extend to other data types or difficult to…
Critical master data management (MDM) functionality can be easily overlooked when a request for proposal (RFP) is narrowly focused on a single business data type – such as customer (customer data integration) or product (product information management) – or on near-term requirements within a single business function. Consequently, IT teams and systems integrators alike run the risk of selecting and investing in technologies that may be difficult to extend to other data types or difficult to scale across the organization. Worse, such solutions will likely require costly and extensive custom coding in order to add additional business data entities or data sources, or to extend the system to other lines of business or geographies. In order to avoid these costly pitfalls, bolster the return on investment, and reduce the overall project risk, it is important that your RFP include key business data requirements across several critical business functions including sales, marketing, customer support and compliance.
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Track Keynote at MDM & Data Governance Summit, Oct 2012 at NYC
The MDM Institute
See publicationJoint presentation with customer Horizon Blue Cross Blue Shield of New Jersey
Courses
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Leading for Organizational Impact
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Recommendations received
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🤖📊 Why does AI break in production? The AI Trust Gap Report conducted by Arlington Research and released by Denodo, based on 850 global leaders…
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🤖📍 Heading to Boston for ODSC AI Conference? Denodo is proud to join the Open Data Science Conference (ODSC) AI Conference as a Silver Sponsor at…
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"Pilot graveyard" — that phrase says it all. Most AI initiatives don't fail because of the model. They fail before the model ever gets good data to…
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🚀 #DenodoPlatform 9.4 further strengthens our position as the trusted foundation for agentic and #GenerativeAI. While organizations move beyond AI…
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What a day at Cloud Computing Indonesia x Indonesia Data Management Association (DAMA Indonesia Jakarta) event — the Denodo Indonesia team came…
What a day at Cloud Computing Indonesia x Indonesia Data Management Association (DAMA Indonesia Jakarta) event — the Denodo Indonesia team came…
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#CxOSeries #CMO The new B2B buyer isn't a human - it’s an LLM. 🤖 I spent the morning at Denodo HQ with Ravi Shankar (SVP and CMO), diving into the…
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Excited to see Shanmuga Sunthar Muniandy representing Denodo on this panel! 🙌 The conversation around trusted data as the foundation for AI is…
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Este martes 21 abril, Minsait, Amazon Web Services (AWS) y Denodo tuvimos el placer de compartir el evento “Del dato disperso al valor en la nube” en…
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To build data agents, developers need a rock-solid data foundation. Surprisingly, the hero of this new AI revolution isn’t a brand-new, flashy…
To build data agents, developers need a rock-solid data foundation. Surprisingly, the hero of this new AI revolution isn’t a brand-new, flashy…
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Had our Happy Hour at #FlightClub 🎯 What a great time to get together with Colleagues! #Denodo
Had our Happy Hour at #FlightClub 🎯 What a great time to get together with Colleagues! #Denodo
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Our growing Chicago team hosted another successful happy hour, full of laughter and friendly competition 🏓 #Denodo #Acebounce
Our growing Chicago team hosted another successful happy hour, full of laughter and friendly competition 🏓 #Denodo #Acebounce
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