... AI is significantly changing enterprise network operations, but its benefits vary by use case. This analysis identifies the top 11 networking use cases for AI and agentic AI. Heads of I&O can use this assessment to identify the most feasible and valuable use cases for their enterprise. Overview How to ...
Analyst(s): Andrew Lerner | Karen Brown
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... is critical for establishing context and enabling AI, but most organizations manage metadata in fragmented, proprietary ecosystems that limit reuse and scale. Interoperability, not metadata collection, is the primary barrier to building effective AI context layers. Data architects must evaluate integration ...
... Insights Already a Gartner client? The enterprise sees AI not as IT‑delivered technology, but as a catalyst for reinvention. CIOs must evolve the IT operating model to enable AI at scale. This research identifies core operating model changes to enable AI through co-leadership, skills development and new ways ...
... Access Insights Already a Gartner client? As AI agents move into production, inference optimization becomes critical to controlling cost and latency. Software engineering leaders should look beyond default cloud services and compare inference-first, accelerator-led, and neocloud platforms. Overview ...
Analyst(s): Shiva Varma | Alex Coqueiro | Cary Pillers | Tigran Egiazarov | Luke Parker
... a Gartner client? As data, analytics and AI leaders are being held accountable for the outcomes of data and AI literacy initiatives, many often struggle to scale and derive impact enterprisewide. This research covers best practices in implementing data and AI literacy initiatives to accelerate rollout ...
Analyst(s): Pieter den Hamer | Alan D. Duncan | Akash Krishnan, PhD | Kjell Carlsson
... Assumption Forecast Risk Is Moving Upstream and Becoming Less Visible When Accountability Outpaces Control in AI Forecasting Accountability Is Moving Upstream in AI Forecasting Gartner Recommended Reading Gartner Insights Abstract ...
... Access Insights Already a Gartner client? Rapid AI evolution is outpacing organizational readiness. CPOs that don’t account for change saturation in their strategies will over-promise and under-perform peers that embrace all levels of readiness. Turn AI asymmetry to your advantage by re-focusing your ...
... tools in the future. Use of AI SOC agents demands a new training regime for all analysts. Human-AI workforce FAQs What are the first steps for CIOs to build a human-AI workforce? Start by assessing workforce AI readiness, building trust, upskilling talent and aligning human-AI strategy with enterprise goals ...
... Insights Already a Gartner client? HR is at a strategic crossroads: Reinvent itself for the AI era or face dissolution. To harness AI, CHROs must align HR strategy with enterprise goals, develop a clear roadmap for an AI-infused operating model and establish triggers to continuously adjust their approach. ...
Analyst(s): Christopher Long | Robin Boomer | David Bobo