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Research Aug 2026
... Access Insights Already a Gartner client? Software engineering leaders must require platform teams to configure AI coding agents with organizational context, enforced standards and verification through a domain-specific harness before scaling SDLC automation or face decreased productivity from low-quality ...

Analyst(s):   Shiva Varma   |   C.A. Swan   |   Pamela Katz
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Research Aug 2026
... strategic misstep. Product leaders should operationalize small language models immediately to dramatically reduce cloud spend, drop latency, and win the AI race for privacy-first edge-native experiences. Overview Strategic Planning Assumptions Analysis Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Alizeh Khare   |   Roberta Cozza
Research Aug 2026
... Access Insights Already a Gartner client? The future belongs to product leaders who use AI to proactively reshape their strategies for software marketplaces. This research provides actionable strategies to streamline solution discovery, build a trust infrastructure and unlock new market opportunities ...

Analyst(s):   Tuong Nguyen   |   John Santoro   |   Annette Zimmermann
Premium Research Oct 2026
... As AI agent development spreads beyond IT, CIOs risk losing consistency, visibility and control. No single vendor can meet every need, and premature platform decisions risk duplication and complexity. Resist vendor hype, define the capabilities the enterprise needs first, then choose the right platform ...

Analyst(s):   Milind Govekar   |   Meghna Joshi   |   Jan-Martin Lowendahl   |   Andrei Razvan Sachelarescu   |   Vishnu Kumar
Research Oct 2026
... Access Insights Already a Gartner client? AI agents drive critical security risks demanding access controls that can navigate complex conditions beyond the reach of traditional controls. IAM product leaders can grab market share by taking advantage of this pivotal opportunity to address the need for ...

Analyst(s):   Ted Ernst   |   Paul Mezzera   |   Nathan Harris
Premium Research Oct 2026
... AI coding agent harnesses turn stateless, nondeterministic models into self-correcting assembly lines, so agents work within governed delivery constraints. To scale this platform enablement, CIOs must assign ownership of the harness to a dedicated platform team. Overview Strategic Planning Assumption ...

Analyst(s):   C.A. Swan   |   Gary Olliffe   |   Brian Minning   |   Pamela Katz   |   Gene Alvarez   |   Philip Walsh
Premium Research Oct 2019
... Use this self-assessment to determine which component of risk-taking know how is weakest in your legal department and where you should focus your improvement efforts. Overview Recommended by the Authors Gartner Insights Abstract ...

Analyst(s):   Legal and Compliance Research Team
Announcement June 24 2026
... insights company. AI tokens are the units of data processed by generative AI models. Token consumption directly impacts the cost of AI coding tools, particularly under consumption-based pricing structures. “Organizations are rapidly moving from experimentation to scaled deployment of AI coding agents, but ...
Premium Research Apr 2024
... In this excerpt from the D-Suite Vodcast, Gartner expert Lydia Clougherty Jones discusses the top priorities for data and analytics leaders to include in their AI ethics and responsible AI initiatives, and how to get started. Overview Gartner Recommended Reading Gartner Research ...

Analyst(s):   Lydia Clougherty Jones   |   Rita Sallam   |   Afraz Jaffri
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