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Research Oct 2026
... Access Insights Already a Gartner client? AI’s impact on software engineering teams has important implications for how to structure senior technical career paths and roles. Software engineering leaders must design fluid career paths and lateral mobility options for senior technical roles to attract and ...

Analyst(s):   Prasanna Lakshmi Narasimha   |   Brian Minning   |   Aliyah Camacho
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Premium Research Feb 2026
... Data products establish trusted, governed and AI‑ready finance data, allowing CFOs to move from siloed data efforts to reusable assets that speed insight generation, lower risk and support stronger decisions. Insights at a Glance Issue Context Impact Brief More Detail Gartner Recommended Reading Gartner ...

Analyst(s):   Matthew Mowrey
Premium Research Feb 2026
... dynamic sourcing process allows organizations to source co-created solutions that drive outcomes faster and more effectively than traditional methods. AI elevates the model by improving decision fidelity, alignment, traceability, and scalability, thereby enabling SPVM leaders to achieve dynamic sourcing ...

Analyst(s):   Jess Aggio   |   Andrea Lanzavecchia
Premium Research Apr 2025
... competition, geographic tension and a national AI strategy are reshaping China's AI landscape (e.g., DeepSeek) and influencing the global AI ecosystem. This research aids global AI leaders in exploring trends, understanding impacts and refining strategies for expanded AI delivery. Strategic Planning Assumptions ...

Analyst(s):   Mike Fang
Premium Research Aug 2026
... Snowflake ROI, CDAOs must avoid a one-size-fits-all architectural approach and develop a three-step segmented strategy that leads to optimal utilization for AI and analytics use cases. Your strategy also requires resolving native tool gaps via third-party independent software vendors and establishing strict ...

Analyst(s):   Ramke Ramakrishnan   |   Masud Miraz
Research Apr 2026
... Access Insights Already a Gartner client? With so many vendors and products available, the conversational AI market can be confusing and overwhelming. Enterprise application leaders can use this Gartner research collection to understand the market and common product features, shortlist vendors and create ...

Analyst(s):   Gabriele Rigon   |   Ian Elliott   |   Justin Tung
Research Mar 2026
... Access Insights Already a Gartner client? CMOs must evolve social media teams, shifting from purely manual execution to human-governed AI orchestration, strategic visual curation, and a cross-functional marketing collective to drive growth. Insights at a Glance Impact Actions Cautions How to Execute ...

Analyst(s):   Claudia Ratterman
Research Mar 2026
... This guide provides the critical direction software engineering leaders need to define scope, articulate value, drive effective execution, and apply AI to accelerate modernization. Strategic Planning Assumptions Analysis Research Highlights Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Prasanna Lakshmi Narasimha   |   Howard Dodd   |   Aaron Harrison   |   Mukul Saha   |   Tigran Egiazarov
... leadership, talent, and cultural shifts essential for success in the AI era. As co-leader of Gartner’s cross-functional Future of Work research community, Tori helps guide research that equips leaders to make future-ready decisions today. In 2023, Tori launched Gartner’s inaugural Hype Cycle for the Future ...
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