PRODUCT REQUIREMENT DOCUMENTS (PRD)-DataSense AI
1. Problem Statement
Data Analyst lose hours translating raw CSV files into executive summaries and SQL queries. The General LLM hallucinates and cannot do exact computation,non-technical teams can also not contruct a robust prompt to the LLM.
2. Target User Persona
- Primary Persona Lucky Linda (Business Intelligence Analyst)- Needs fast, natural language summaries of the dataset that they can present to the stakeholders without writing complex codes manually.
3. Product Features and User Stories
- Data Summaries & Quality Profiler
- User Story 1: As a BI analyst, I want to upload a CSV or Excel file (.xlsx, .xls), or paste a Google Sheets link, so that i can get the exact metric counts and the data trends instantly.
- Supported Data Sources:
- CSV (.csv)
- Excel (.xlsx, .xls) - with a sheet picker for workbooks that have multiple sheets
- Google Sheets - via a share link; the sheet must be shared as “Anyone with the link can view”
- Text-to-SQL 2 :As an Analyst, I want to ask questions a plain English so that i can receive a valid SQL queries with explanation.
- Response Speed: Delivers insights within 3 seconds.