... visibility tools. Failure point No. 4: Responsible AI is an afterthought Why it’s a problem: Treating responsible AI as an afterthought sets organizations up for regulatory violations, brand damage, user harm and project shutdowns. GenAI perpetuates existing AI risks while introducing new ones like deepfakes ...
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... drivers include competitive differentiators, market-share growth strategy, mergers and acquisitions strategy targets and product strategy. Technology drivers include cloud adoption strategy, AI adoption strategy, data center consolidation and technology platform consolidation. Environmental drivers include ...
... leaders are under pressure to scale data, analytics, and AI across the enterprise. Insights from 150+ interviews with CDAOs illustrate how a franchise approach effectively scales D&A operations, enabling both strong governance and agility for decentralized teams. Overview Introduction Analysis Contributors ...
... 2025 enhanced Purview with AI-powered security, multi-cloud support, and protection for Agent 365 agents, but controls are weaker for unmanaged agents and non-Microsoft tools not deliberately registered with Microsoft. AI leaders need AI TRiSM solutions for independent governance. Overview Strategic Planning ...
Analyst(s): Max Goss | Avivah Litan | Lauren Kornutick
... IT SPVM leaders face pressure to implement AIfor efficiency gains but must manage new risks. Resist the pressure to make significant changes by prioritizing AI literacy and using proofs of concept in low-risk areas to build trust, ensure governance and oversight, and use small incremental operating ...
Analyst(s): Ryan McKinney | Alan Stanley | Mark Whitehouse
... analytics leaders must evolve DataOps practices to deliver AI-ready data or risk systemic model failures and wasted investment. This guide details how to embed continuous data validation, governance and alignment across pipelines to support AI use cases. Insights at a Glance Impact Brief Actions Cautions ...
... usage into due diligence and planning. SPX Technologies demonstrates how a cloud-first approach across multiple functional systems, combined with governance, accelerates postclose onboarding and reduces reliance on transition services. Insights at a Glance Issue Context Impact Brief More Detail Contributors ...
Analyst(s): Akanksha Pandey | Jamie Heyes | Jan Cook | Andy Rowsell-Jones
... Gartner client? Driving governance, risk and compliance tool adoption post implementation is challenging because heads of ERM may lack sufficient organizational influence and change management resources. This research provides five ways to garner top-down and bottom-up support for GRC tool adoption. Insights ...
... Gartner client? When implementing D&A governance, D&A leaders must identify and define the data owner role properly to maximize their contribution and minimize their effort. Organizations that establish data ownership effectively will increase data quality and compliance for mission-critical data. Insights ...