Analytics & Reporting

Chat with your Data

1. Overview

The "Chat with Your Data" feature within Questera AI Insights is designed to provide users with an intuitive and interactive way to explore, analyze, and derive insights from their data. By leveraging Natural Language Processing (NLP) and advanced AI models, this feature allows users to interact with their data through conversational queries, enabling them to ask questions and receive instant, actionable insights in a natural, conversational manner. This capability democratizes data analysis, making it accessible to users of all technical levels.

2. Objective

To empower users to gain deep insights from their data without needing advanced technical skills. The "Chat with Your Data" feature aims to make data exploration as simple as having a conversation, allowing users to quickly uncover trends, generate reports, and make data-driven decisions. The goal is to increase data accessibility and usability, driving better business outcomes through informed decision-making.

3. Key Features

3.1 Natural Language Querying

• Description: Allows users to interact with their data using natural language, asking questions as they would in a conversation.

• Functionality:

  • Users can input queries in plain language, such as "What were the sales figures for last quarter?" or "Show me the trend in customer churn over the past year."

  • The AI interprets the query, retrieves the relevant data, and presents it in a user-friendly format (e.g., charts, graphs, tables).

  • Supports follow-up questions and conversational context, allowing for deeper exploration of insights.

3.2 Instant Data Visualization

• Description: Automatically generates visual representations of data in response to user queries.

• Functionality:

  • Provides dynamic charts, graphs, and dashboards that update in real-time based on user interactions.

  • Users can customize visualizations directly through the chat interface, refining data ranges, chart types, and more.

  • Exportable visualizations for inclusion in reports or presentations.

3.3 AI-Powered Insights

• Description: AI-driven analysis that highlights key trends, anomalies, and actionable insights based on the data queried.

• Functionality:

  • The system automatically identifies and suggests potential insights based on the data being explored, such as "Sales have increased by 15% month-over-month" or "Customer churn is higher in the first 90 days."

  • Users can ask the AI for deeper analysis or clarification on specific insights.

  • AI-generated recommendations for potential actions based on the insights (e.g., "Consider increasing marketing spend in Region X").

3.4 Custom Report Generation

• Description: Allows users to compile insights and visualizations into comprehensive reports directly from the chat interface.

• Functionality:

  • Users can command the system to generate reports based on the insights gathered during their session, customizing content and format as needed.

  • The system supports scheduled report generation and automatic distribution to specified stakeholders.

  • Reports are exportable in multiple formats, including PDF, Excel, and PowerPoint.

3.5 Integrations with Existing Data Sources

• Description: Seamless integration with existing CRM, ERP, analytics platforms, and other data sources for real-time data access.

• Functionality:

  • The feature pulls data from integrated sources in real-time, ensuring that insights are based on the most up-to-date information.

  • Supports cross-database querying, allowing users to combine data from multiple sources in a single query.

  • Secure and compliant data handling, adhering to industry standards and regulations.