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AI-Generated Insights in BI Dashboards

November 21, 2024 omkarnathvaranasi
Client: 360 Insights
Tools Used: Qliksense Cloud, Python, Product Strategy
Description

Enabled AI-generated business insights within Qlik Cloud dashboards to assist client decision-making.

The Challenge

Clients were accessing dashboards but lacked the bandwidth to interpret trends or extract actionable insights regularly.

What I Did

Integrated native AI insights from Qlik cloud to interpret dashboard data and surface insights like outliers, usage anomalies, and notable metric changes using natural language. Built a prompt structure using Qlik data APIs.

The Impact

Increased dashboard engagement by 32% and reduced client support queries related to “how to read the data.” Enabled business users to make decisions faster with fewer dependencies.

What I Learned

AI isn’t magic — but when it acts like a co-pilot to reduce mental overhead, it creates real user value.

Added on April 20, 2025 at 03:46