... Insights Already a Gartner client? A one-size-fits-all AI agent governance model fails at scale. CIOs must secure execution using an agent harness that matches the specific risks of each AI use case. Learn how to calibrate the harness based on how deeply AI agents operate in enterprise systems and how reliable ...
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... Access Insights Already a Gartner client? Cloud and AI costs are now continuous, runtime risks driven by consumption across elastic IaaS and AI workloads, making delayed control financially and operationally unsustainable. This research equips heads of I&O to engineer cost discipline before volatility ...
... Access Insights Already a Gartner client? Fragmented AI experimentation must evolve into a strategic enterprise capability. This three-step, capability-based approach enables heads of EA to assess readiness, prioritize AI initiatives, and align delivery to measurable business outcomes. Insights at a ...
Analyst(s): Mark Cooper | Anthony Mullen | Andrei Razvan Sachelarescu
... Agentic AI in infrastructure and operations will fail unless leaders mitigate the critical pitfalls inherent in a hybrid human-machine operating model. Heads of I&O must apply strategic I&O agentic AI risk mitigation plans to ensure success and capture productivity gains. Insights at a Glance Strategic ...
... Market hype centers on massive token throughput and AI factories, but enterprises are constrained by standard rack-scale power and facility limits, not hyperscale capacity challenges. Heads of I&O must shift from measuring AI ROI by raw compute volume to aligning infrastructure with task complexity. ...
... Access Insights Already a Gartner client? AI is boosting finance transformation consulting firms’ productivity, yet CFOs are not seeing these efficiency gains reflected in engagement pricing. CFOs must push for transparency and reshape pricing models so AI-driven productivity translates into measurable ...
... Access Insights Already a Gartner client? CIOs who have never scaled a new AI capability before lack business-domain experience, leading to the costly failure of pilots. This note explains how CIOs evolve from a standard “build-versus-buy” technology decision to capability-driven partnerships that orchestrate ...
... is too slow and fragmented to support modern decisions. CFOs who replace static reports with decision systems using driver-based logic and explainable AI can accelerate action and ensure consistent and governed decision making. Insights at a Glance Strategic Planning Assumption Modern Decision Dynamics ...