Qlik® delivers intuitive platform solutions for self-service data visualization, guided analytics applications, embedded analytics and reporting to approximately 45,000 customers worldwide.

Data Analytics Market is undergoing a dramatic transformation as organizations across industries recognize data as a critical strategic asset. Valued at $66.9 billion in 2024, the market is projected to surge to $797.3 billion by 2034, expanding at an impressive CAGR of approximately 28.1%. This rapid growth reflects the rising need to convert massive volumes of structured and unstructured data into actionable insights.

Erleben, wie Qlik-Lösungen Entscheidungen stärken: Praxis, Keynotes und Networking beim iodata data symposium 2026.

insightsoftware delivers financial confidence to the Office of the CFO, across industries and around the globe, with an ever-expanding portfolio of software solutions with unique ERP smarts.

Qlik® delivers intuitive platform solutions for self-service data visualization, guided analytics applications, embedded analytics and reporting to approximately 45,000 customers worldwide.

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Qlik® delivers intuitive platform solutions for self-service data visualization, guided analytics applications, embedded analytics and reporting to approximately 45,000 customers worldwide.

Qlik® delivers intuitive platform solutions for self-service data visualization, guided analytics applications, embedded analytics and reporting to approximately 45,000 customers worldwide.

insightsoftware delivers financial confidence to the Office of the CFO, across industries and around the globe, with an ever-expanding portfolio of software solutions with unique ERP smarts.

Qlik® delivers intuitive platform solutions for self-service data visualization, guided analytics applications, embedded analytics and reporting to approximately 45,000 customers worldwide.

**Abstract:** This research investigates a novel approach to enhancing interactive dashboard storytelling within Qlik Sense by leveraging Hyper-Dimensional Geometric Embedding (HDGE). Existing Qlik Sense dashboards, while powerful, often struggle to convey complex narratives effectively. HDGE translates multidimensional data into high-dimensional geometric spaces, allowing users to intuitively navigate complex relationships and discover hidden patterns through interactive visualizations. This enables a more fluid and dynamic storytelling experience, particularly valuable for complex datasets and strategic decision-making.

**Abstract:** This paper introduces a novel approach to interactive dashboard generation within the Qlik Sense environment, leveraging hyperdimensional semantic embeddings and a multi-layered evaluation pipeline to optimize dashboard design for user engagement and analytical efficiency. Current dashboard design processes rely heavily on manual iteration and subjective judgment, leading to suboptimal user experiences. This research automates and refines this process through the creation of hyperdimensional representations of datasets and visualizations, coupled with a rigorous evaluation framework that predicts user performance and identifies design improvements.

Qlik® delivers intuitive platform solutions for self-service data visualization, guided analytics applications, embedded analytics and reporting to approximately 45,000 customers worldwide.