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**College/University:**Rk Universitu If you feel comfortable, you can also provide additional information such as your area of expertise or any specific information you'd like to share.
Goals
Adding your basic details
Implementation Details
Description
This project aims to develop an AI-powered analytics chatbot that enables users to interact with key performance indicators (KPIs) and data insights using natural language. The chatbot will use NLP to understand user queries and respond with relevant data visualizations or reports, making analytics accessible even to non-technical users. It will significantly improve decision-making speed and democratize data within the organization.
Goals
Design a user-friendly chatbot interface
Integrate natural language processing for query understanding
Connect the chatbot with KPI databases or dashboards
Enable visualization of data in response to queries
Ensure scalability and data privacy in responses
Expected Outcome
A smart chatbot that allows users to ask questions like “What were the sales in Q1 2025?” or “Show me the revenue growth trend,” and get accurate answers backed by data visuals or textual insights.
Acceptance Criteria
The chatbot understands and processes natural language queries accurately
The chatbot connects to the correct KPI sources and returns relevant data
Data visualization is rendered clearly within the chat interface
Responses maintain high accuracy and low latency
The system handles at least 1000 concurrent users securely
Implementation Details
NLP: OpenAI GPT/LLM, Rasa, or similar framework
Backend: Python/Node.js with secure API connections
Data: Integration with existing analytics tools like Power BI/Tableau or custom dashboards
Frontend: Web-based chat UI or integration into existing dashboards
Database: Secure access to organizational KPIs in SQL/NoSQL systems
Mockups / Wireframes
[Attach or link any visuals separately if available]
Product Name
DMP 2025
Project Name
AI-Powered Analytics Chatbot for Natural Language KPI Insights
Organization Name
[Your Organization Name or leave blank if individual contribution]
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Ticket Contents
Description
Please provide the following basic details to help us understand your background and context better.
If you feel comfortable, you can also provide additional information such as your area of expertise or any specific information you'd like to share.
Goals
Implementation Details
Description
This project aims to develop an AI-powered analytics chatbot that enables users to interact with key performance indicators (KPIs) and data insights using natural language. The chatbot will use NLP to understand user queries and respond with relevant data visualizations or reports, making analytics accessible even to non-technical users. It will significantly improve decision-making speed and democratize data within the organization.
Goals
Design a user-friendly chatbot interface
Integrate natural language processing for query understanding
Connect the chatbot with KPI databases or dashboards
Enable visualization of data in response to queries
Ensure scalability and data privacy in responses
Expected Outcome
A smart chatbot that allows users to ask questions like “What were the sales in Q1 2025?” or “Show me the revenue growth trend,” and get accurate answers backed by data visuals or textual insights.
Acceptance Criteria
The chatbot understands and processes natural language queries accurately
The chatbot connects to the correct KPI sources and returns relevant data
Data visualization is rendered clearly within the chat interface
Responses maintain high accuracy and low latency
The system handles at least 1000 concurrent users securely
Implementation Details
NLP: OpenAI GPT/LLM, Rasa, or similar framework
Backend: Python/Node.js with secure API connections
Data: Integration with existing analytics tools like Power BI/Tableau or custom dashboards
Frontend: Web-based chat UI or integration into existing dashboards
Database: Secure access to organizational KPIs in SQL/NoSQL systems
Mockups / Wireframes
[Attach or link any visuals separately if available]
Product Name
DMP 2025
Project Name
AI-Powered Analytics Chatbot for Natural Language KPI Insights
Organization Name
[Your Organization Name or leave blank if individual contribution]
Domain
| 18 | Science and Technology |
Tech Skills Needed
Natural Language Processing
Python or Node.js
API Integration
Data Visualization
Frontend Development
Mentor(s)
[@Mentor1] [@mentor2]
Complexity
Medium
Category
[Feature], [UI/UX/Design], [PoC], [AI/ML], [Data Science]
Sub Category
[Frontend], [Backend], [Analytics], [Machine Learning], [Data Science], [API], [Beginner friendly], [PoC], [Needs Reproduction]
Product Name
C4GT
Organisation Name
C4GT
Tech Skills Needed
Markdown
Mentor(s)
@CodeVoyager-Sumit
Complexity
Beginner
Category
Documentation
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