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Integrate Your Data with EzInsights AI

Easily integrate data sources to explore, analyze, and unlock end-to-end business insights.

Data Preparation

  • Data silos and quality issues persist, with data analysts spending 80% of their time on data discovery, cleansing, and preparation
  • Generative AI models can alleviate labor-intensive tasks such as data classification, tagging, anonymization, segmentation, transformation and enrichment
  • Auxiliary products like data cataloging and management tools enhance data lineage and accessibility

Example: EzInsightsAI offers a data management platform for data consolidation, governance, and distribution across analytics models

Text To Sql

  • Core use case: Application of Large Language Models (LLMs) in generating initial code to accelerate development lifecycle
  • Generative AI not a full replacement for structured, meaningful code but enhances productivity through automatic generation of template code
  • Practical application: Convert legacy code bases into destination code bases, serving as a migration accelerator
  • Example: Conversion of Qlik Sense reporting to Power BI, involving refactoring proprietary Qlik syntax into DAX code
  • Generative AI facilitates conversion of basic expressions from Qlik syntax to DAX, expediting solution delivery

Data Bot and ML Bot

  • Generative models are proficient in understanding and producing human-like text, making them highly effective for Natural Language Processing (NLP) tasks
  • Generate real-time narratives on data to provide key insights
  • Businesses can extract deeper insights from textual data, facilitating informed decision-making processes

Natural Language Processing (NLP) for Text Analytics

  • Generative models are proficient in understanding and producing human-like text, making them highly effective for Natural Language Processing (NLP) tasks
  • Generate real-time narratives on data to provide key insights
  • Businesses can extract deeper insights from textual data, facilitating informed decision-making processes

Analysis

  • Analytics use cases typically aim for discovering new insights
  • Traditional models may inherit biases and preconceived notions from creators, hindering unbiased analysis
  • Some users may struggle to ask the right questions or be open to alternative perspectives
  • Generative AI models can uncover new data dimensions and correlations autonomously
  • Generate summary content, mix-n-match data from websites, intranet portals, pdfs, documents, emails and create deeper analysis and insights

 

Reporting

  • Generative AI models provide concise data summaries from larger reports or generate entire copies using provided data
  • These models excel at contextualizing findings and communicating them succinctly to others
  • They can generate data visualizations at significantly faster speeds compared to humans
  • Example: A Generative AI model can summarize a lengthy sales report into a brief executive summary, or generate charts and graphs based on provided data, saving time and effort in data analysis and presentation

RAG Workflow Architecture to Train LLMs / AI

EzInsights AI Automated SQL Analytics Agent

EzInsights AI Document Extraction Framework

Unified Dashboard Integration

Combine Qlik, Tableau, Power BI dashboards seamlessly.

Secure Dashboard Sharing

Safely share dashboards across public or private clouds.

Prebuilt Analytics Resources

Access apps, KPIs, playbooks, and data models instantly.

Flexible Data Connectivity

Load data from multiple cloud platforms securely and easily.

Flexible Subscription Models

Choose cloud or on-premise deployment subscription options.

Application Usage Analytics

Track views, usage, interactions, and engagement metrics.

Secure Link Distribution

Share dashboards securely with users or communities.

Dynamic Dashboard Navigation

Organize dashboards using flexible dynamic menu structures.

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Real Time Communication

Enable live chat and offline messaging collaboration.

Community Collaboration Tools

Engage users through forums, posts, announcements.

Integrated Support Management

Manage tickets, feedback, and support requests efficiently.

Secure Role Based Access

Control data access using secure defined user roles system.

Working of EzInsights AI