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Research Sep 2026
... Access Insights Already a Gartner client? As value expectations rise amid accelerating AI, digital transformation and operating model change, PPM leaders must evolve the PMO operating model, including its delivery practices and governance, to help realize the benefits of these various changes. Why This ...

Analyst(s):   Woojin Choi   |   Saumil Rampal
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Premium Research Oct 2026
... autonomic integrity becomes a core governance discipline in outsourcing. Insights at a Glance Strategic Planning Assumption Agentic AI Will Break Traditional Outsourcing What Does That Mean to IT Procurement? Implications Contributors Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Katarzyna Fonteyn   |   Danny Kreidy   |   Sundar Viswanathan
Research Oct 2026
... Access Insights Already a Gartner client? Classifying AI agents by core capability reduces redundancy and capability misalignment, while calibrating autonomy against risk establishes governance as a trust enabler. Product leaders must use a strategic, two-dimensional operating model for AI agent deployments ...

Analyst(s):   Aakanksha Bansal
Premium Research Oct 2026
... play a critical role in establishing the governance, trust and infrastructure controls that keep AI-generated value under enterprise ownership. Insights at a Glance Strategic Planning Assumption Issue Impact Implications Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Jeff Vogel
Premium Research Sep 2026
... helps CIOs identify the data, governance, cybersecurity and operating model changes needed to convert AI investments into measurable business outcomes. Insights at a Glance Strategic Planning Assumptions Issue Impact More Detail Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Nicole Foust   |   Chet Geschickter   |   Sruthi Nair
Research Aug 2026
... Access Insights Already a Gartner client? Data and analytics leaders must align data agent costs with value to optimize ROI. By assessing the expected business impact of data agents and combining that with key cost drivers, we can implement governance for high-iteration agents and prioritize agents with ...

Analyst(s):   Adam Ronthal
Research Aug 2026
... Access Insights Already a Gartner client? AI vendors are making vibe coding popular by embedding prompt-based development into software engineering workflows. These tools may work for individual use cases, but software engineering leaders must build low-code-like maturity in governance, reuse, integration ...

Analyst(s):   Mukul Saha
Research Oct 2026
... Access Insights Already a Gartner client? Multiagent systems are beneficial for some workflows but add cost, risk and governance burden over that of a single agent. Software engineering teams should default to the simplest architecture, creating multiagent systems only after exhausting options to optimize ...

Analyst(s):   Shiva Varma   |   Pamela Katz
Research Oct 2026
... Access Insights Already a Gartner client? AI products struggle to scale due to fragmented data access, inconsistent workflows and weak governance. D&A leaders should use MCP to standardize interactions between agents and governed, AI-ready data products, enforcing consistent access patterns through machine-readable ...

Analyst(s):   Soyeb Barot
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