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... Finance leaders agree that artificial intelligence offers the promise of increased productivity for a function facing growing complexity and uncertainty. However, only 30% of finance teams are succeeding with their AI initiatives. Leading organizations recognize that AI is different from other technologies ...
... Artificial intelligence initiatives have experienced a significant number of missteps due to poor or nonexistent governance. Here, we provide an abbreviated version of Gartner’s frameworks for AI governance. Overview Gartner Recommended Reading Gartner Research ...
... As the popularity of knowledge graphs grows, their implementation complexity underscores the need to evaluate whether they are the right solution for the organization’s use case. Data and analytics technical professionals should use this framework to evaluate the applicability of knowledge graphs. Ov ...
... Organizations launching self-service analytics and business intelligence programs struggle to balance agility and control. Data and analytics technical professionals can use this guidance framework to build a governed self-service analytics capability that enables and supports end users. Overview Prob ...
... Self-service analytics initiatives often fail to deliver on their full potential due to challenges with governance, trust, scalability and adoption. This guidance framework helps data and analytics technical professionals to overcome these barriers and mature their SSA initiatives. Overview Problem St ...
... Poor data literacy in organizations perpetuates “gut feel” over data-driven decision making. This research describes the role data and analytics technical professionals can play in designing and delivering a data literacy program to unlock the full value of data and analytics for the organization. Ov ...
... As analytics platforms become more accessible to a broader range of users, and use cases multiply and diversify across organizations, the decentralization of analytics breeds chaos for analytics specialists focused on architecture. A federated architecture can enable agility, control and resiliency. ...
... Despite the popularity of retrieval-augmented generation, organizations are struggling to optimize large language model applications based on RAG. The best practices in this research help data and analytics architects avoid common pitfalls and deliver production-grade RAG solutions. Overview Analysis R ...