... Emerging developments in GenAI can impact solutions your organization uses that are based on large language models. Data scientists responsible for these solutions should read this research to understand the impact of these developments and the importance to their organizations. Overview Analysis Recom ...
Analyst(s): Wilco van Ginkel
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... GenAI inputs and outputs can be negatively impacted by different factors. To manage these factors, guardrails must be deployed to ensure that inputs and outputs are validated. This research discusses how data scientists should think holistically about GenAI guardrails and their implementation. Overvi ...
... Failure to evaluate the outputs of GenAI and agentic AI solutions leads to deployment challenges and limits the business impact of the solutions. Data scientists and AI architects must evaluate these outputs using the framework provided in this research to ensure the success of their solutions. Overview ...
... As GenAI advances, chief audit executives (CAEs) are exploring ways to integrate this technology into audit to enhance the function’s efficiency, insight and impact. Despite audit's growing interest in using GenAI, only a small number of CAEs are confident in their functions’ ability to effectively ...
... Self-service data preparation (SSDP) for business users is fraught with inefficiencies, resulting in data duplication and inconsistent reports. Analytics specialists should improve the SSDP components, optimize tool use, and encourage training and knowledge sharing for accurate decision making. Overv ...
... Large language models and knowledge graphs stand out as two key technologies driving advancements in AI. This research helps data scientists to explore how integrating KGs can enhance LLMs, specifically retrieval-augmented generation, by improving factual accuracy, contextual grounding, and enabling ...
... Analytics and business intelligence vendors are challenging traditional approaches to analytics by evolving to incorporate generative AI into their platforms. Analytics specialists can explore these new techniques through this research, which includes ABI product demonstration videos. Overview Strategic ...
... As data, analytics and AI converge, this evolution demands robust semantic layers and metrics stores to ensure consistency, accuracy and scalability. Analytics specialists must upskill in data management and advanced analytics skills to unlock value and drive impactful business outcomes. Overview Strategic ...
... face ongoing pressure from leadership to reduce their martech budgets. Coupled with increasing technology contract costs along with emerging AI agent and gen AI expenses, CMOs are under immense pressure to deliver the highest returns from a limited budget. Join this complimentary marketing webinar as ...