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Premium Research Jun 2025
... The lakehouse architecture is becoming the cornerstone of modern data management for analytical use cases, yet data architects face design challenges due to multiple interpretations of the purpose of data zones or medallion layers. This research provides clarity on the purposes of data zones and the ...

Analyst(s):   Sagnik Das   |   Mayank Talwar   |   Prasad Pore
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Premium Research Jul 2025
... Self-service data preparation (SSDP) for business users is fraught with inefficiencies, resulting in data duplication and inconsistent reports. Analytics specialists should improve the SSDP components, optimize tool use, and encourage training and knowledge sharing for accurate decision making. Overv ...

Analyst(s):   Christopher Long   |   Shubhankar Nandi
Premium Research Sep 2025
... To create ROI from AI, organizations need integrated strategic, financial, operational, workforce and contractual metrics to impact business outcomes. CIOs and AI leaders can drive meaningful value creation by moving past narrow assessments like productivity and adopting a holistic approach to measu ...

Analyst(s):   Rita Sallam   |   Nate Suda   |   Jorge Lopez
Premium Research Jul 2025
... Becoming an effective cloud security architect means building the necessary skills and disciplines to both envisage and implement cloud security. Here, we identify the essential skills that a security architect specializing in this area needs to obtain and cultivate. Key Findings Recommendations Skills ...

Analyst(s):   Richard Bartley   |   William Dupre
Research Jun 2025
... Access Research Already a Gartner client? Cloud platform services simplify application development by abstracting infrastructure complexities. AI innovations are transforming application development and boosting demand for these services. Software engineering leaders should use this Hype Cycle to choo ...

Analyst(s):   Prasanna Lakshmi Narasimha   |   Tigran Egiazarov
Research Jun 2025
... Access Research Already a Gartner client? Many organizations seek to use AI agents, yet much confusion exists about their actual meaning and capabilities. AI leaders can use this tool to do their own assessments of AI agents and related agentic AI offerings, and determine in which business context and ...

Analyst(s):   Erick Brethenoux   |   Pieter den Hamer
Premium Research May 2025
... Reference architectures provide a basis for technical domain architects to design and implement tools and technologies to support business use cases. This research helps technology architects by presenting a top-level enterprise view of a technical implementation architecture. Analysis Research Highli ...

Analyst(s):   Soyeb Barot   |   Richard Bartley
Research Oct 2025
... Access Research Already a Gartner client? Organizations seek ways to improve threat detection in hybrid environments, and network traffic is a common denominator supporting those efforts. NDR is critical for maintaining visibility due to documented incidents revealing that threat actors are disabling ...

Analyst(s):   John Collins
Premium Research Oct 2025
... Data streaming is essential for processing data in real time; however, organizations often find solutions to be overly complex and costly. D&A leaders should optimize data streaming architectures to support real-time use cases by selecting tools best aligned with required capabilities. Overview Introd ...

Analyst(s):   Joe Antelmi   |   Thornton Craig   |   Michele Launi
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