Automated Chart Generation and AI Summaries from CSV Data

Project Overview

Developed AI-powered system designed to automate the process of generating charts and summaries from CSV data. This system enables businesses to extract valuable insights quickly, providing a seamless and efficient data analysis process.

Challenges:

A mid-sized agency, faced significant challenges in generating reports for their clients. The process involved creating pivot tables, generating charts, and compiling these into presentations and create findings of each chart from CSV. This was time-consuming, prone to errors, and inefficient.

Problem:

Manual Data Processing: They struggled with manually generating charts from CSV data, which was both time-consuming and prone to errors.
Limited Insight Generation: Data analysis was constrained by the manual interpretation of charts, often missing critical insights or trends and was time consuming
Customization Needs: Every client had different data structures, leading to the need for customizable charts and reports.

Solution

Developed a custom AI-driven automation solution that transformed the manual reporting process into an efficient, automated workflow. The solution involved:

Automated Creation of Google Sheets from CSV
Automated Creation of Pivot Tables from Preferences
Generation of Charts from Pivot Tables
Creation of Presentations from Templates Including Charts
Customization of Chart Colors
Provision of Data-Driven Recommendations and findings

Implementation Steps

1. Automated Creation of Google Sheets from CSV We began by developing a script that automatically imports data from CSV files into Google Sheets. This script is triggered whenever a new CSV file is uploaded to a designated folder, ensuring that data is always up-to-date.

2. Automated Creation of Pivot Tables from Preferences Next, we created a system that reads user-defined preferences for pivot tables, such as selected columns, rows, and aggregation methods. The system then automatically generates pivot tables based on these preferences, saving significant manual effort.