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Research Jun 2017
... Access Insights Already a Gartner client? Bias is inherent in the development of analytic models, data selection and the associated algorithms. The bias continuum provides data and analytics leaders with a discussion template for transparently exposing statistical bias so as to ensure real business impacts ...

Analyst(s):   Dale Kutnick   |   Alan Dayley   |   Mark Beyer
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Premium Research Dec 2024
... reconciling systems with their varied structures and methodology is challenging while trying to reduce costs. This research guides data and analytics leaders in delivering a logical data warehouse architecture that promises to support their current and upcoming D&A use cases. Overview Introduction Analysis Gartner ...

Analyst(s):   Henry Cook   |   Masud Miraz
Premium Research Jun 2024
... This Consult the Board survey summary features inputs from 13 Data and Analytics Research Board members on their experiences with offshoring D&A talent. It describes aspects of members’ offshoring strategy, such as the different D&A job roles that members offshore, the structure and governance of their ...

Analyst(s):   Consult the Board Research Team
Premium Research Jun 2025
... Gartner’s IT Score for Enterprise Architecture helps heads of EA benchmark their EA practice’s maturity based on 26 activities across six objectives. Use this infographic to understand maturity baselines, prioritize EA activities and benchmark maturity against peers. Overview Gartner Recommended Readi ...

Analyst(s):   Austin Steinmetz
Premium Research Oct 2025
... Supplier feedback surveys only create value when they drive change. This research outlines how chief procurement officers can turn feedback from suppliers into actionable improvements that enhance performance, strengthen collaboration and reinforce their position as a customer of choice. Overview Intr ...

Analyst(s):   Miguel Cossio
Research Oct 2025
... Access Research Already a Gartner client? Traditional prospecting fails to engage buyers and leads to diminishing returns on seller efforts. Sales enablement leaders must modernize their prospecting strategies to generate quality leads and boost seller productivity. Insights at a Glance Strategic Planni ...

Analyst(s):   Alyssa Cruz   |   Alice Walmesley
Premium Research Oct 2025
... This Consult the Board survey summary features inputs from 12 Information Risk Management Research Board members on their approaches to building records deletion capabilities in enterprise applications. It outlines the extent of implementation of records deletion functionality, auditing mechanisms f ...

Analyst(s):   Consult the Board Research Team
Premium Research Jul 2025
... Channel integration applications optimize product data distribution across digital channels, bridging gaps in existing platforms. Their role is growing as product experience management evolves and AI drives greater scale and complexity in commerce. More Detail Gartner Recommended Reading Gartner Research ...

Analyst(s):   Chap Achen   |   Jason Daigler
Premium Research May 2025
... Heads of IT SPVM are increasingly tasked with addressing a broad set of business outcomes. This research presents benchmarking data to help heads of IT SPVM reassess and align their metrics to show the strategic value that IT SPVM provides. Gartner Recommended Reading Gartner Research ...

Analyst(s):   IT Sourcing Procurement and Vendor Management Research Team
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