AI Business Analytics Generative AI Tools

Tools that use generative AI to transform raw business data into automated insights, reports, and actionable recommendations through conversational interfaces and interactive dashboards. Does NOT include general data visualization tools, time-series forecasting without AI synthesis, or standalone chatbots without data analysis capabilities.

There are 70 ai business analytics tools tracked. 1 score above 50 (established tier). The highest-rated is mlco2/ecologits at 51/100 with 266 stars.

Get all 70 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=generative-ai&subcategory=ai-business-analytics&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	mlco2/ecologits 🌱 EcoLogits tracks the energy consumption and environmental footprint of...	51	Established	266	Python
2	NIH-NEI/IAN IAN: An Intelligent System for Omics Data Analysis and Discovery	45	Emerging	10	R
3	GURPREETKAURJETHRA/AI-Data-Visualization-Agent This Streamlit application creates an interactive Data Visualization...	39	Emerging	18	Python
4	Roriz/active_genie The Lodash for GenAI: Real Value + Consistent + Model-Agnostic	36	Emerging	156	Ruby
5	alessandro9110/Speech-To-Text-With-Databricks An end-to-end, scalable STT solution on Databricks that transcribes audio...	35	Emerging	2	Python
6	alchaplinsky/gen-ai ✨ Generative AI toolset for Ruby ✨	35	Emerging	34	Ruby
7	muhammadibrahim313/DataVue "DataVue" is an AI-powered data science platform that simplifies EDA,...	31	Emerging	2	Python
8	GitData-GA/GenAI GenAI harnesses the power of advanced models like GPT-4 and Gemini Pro to...	30	Emerging	10	R
9	DepressionCenter/datalavista Tell your expensive BI tools: "Data la vista, baby!" 🕶️	27	Experimental	4	HTML
10	Yash-Kavaiya/ai-analytics This is a Streamlit app that uses Pandas and AI to perform data analytics on...	27	Experimental	2	Jupyter Notebook
11	tajbender/Die-Ahnenforscherin-26 Proof of Concept of an Genealogy system	25	Experimental	2	C#
12	KauanCavazani/insight-ia Sistema de consultas em banco de dados utilizando inteligência artificial...	24	Experimental	3	Python
13	ragultv/imputation-ai AI-driven data imputation to handle missing values with ease. We ensure your...	23	Experimental	1	Python
14	bnarasimha21/self-healing-data-intelligence AI system that automatically detects, diagnoses, and fixes data quality...	22	Experimental	—	Python
15	Taparanjan/AI-Powered-Advisor-for-Bengaluru-Home-Decisions AI-powered advisor that helps users make smarter home-buying decisions in...	22	Experimental	—	Jupyter Notebook
16	sam-illingworth/Integrity-Debt-Audit An AI-powered diagnostic tool for auditing Higher Education assessment resilience.	22	Experimental	1	Python
17	Devgan79/Customer-feedback-sentiment-analysis-with-CSV-files-Generative-Ai This project provides a customer feedback analyzer using AI to analyze...	21	Experimental	1	Python
18	Mohith-akash/Vortex-The-Revenue-Recovery-Engine Real-Time Lakehouse on Azure & Databricks. Ingests clickstream events via...	21	Experimental	—	Python
19	noshadnibir/retail-segmentation-engine Gen-AI powered Customer Segmentation and Retention analysis system....	21	Experimental	—	Jupyter Notebook
20	abhirami3104/AI-Business-Report-Generator AI-Driven Business Sales Analytics and Automated Report Generation using...	21	Experimental	—	Jupyter Notebook
21	burakkaygusuz/insight-canvas Transform natural language questions into interactive dashboards using local LLMs	21	Experimental	—	TypeScript
22	GlobussBiogestion/BigData-and-Generative-AI-customer-profiling-system BigData system to capture user actions on buttons and links, as well as...	21	Experimental	1	Python
23	BhaveshV23/Enterprise-Data-Analysis-Agent-Superstore-Profitability Autonomous GenAI Agent for Superstore profitability analysis. Features...	20	Experimental	1	Jupyter Notebook
24	Avanade/ghcp-usage-dashboard Analyzes GitHub Copilot usage trends, patterns, and metrics using Python,...	20	Experimental	7	Python
25	NnA301023/insightify Dashboard Superstore for Mid Term Visual Information Course Submission in Unsika 2024	19	Experimental	3	Python
26	PrathameshLakawade/Pipeline-Genie Pipeline-Genie is an intelligent data pipeline that processes CSV datasets,...	19	Experimental	3	Python
27	Darunesh1/data_science_agent Data Analyst Agent An API-powered intelligent agent that analyzes,...	19	Experimental	—	Python
28	heerr2005/Streamline-Analyst AI-powered data analysis through natural language, Chat with your data using AI ;)	19	Experimental	—	Python
29	himanshu231204/featurementor-ai 🧠 AI-powered Feature Engineering Mentor for ML students. Upload any CSV →...	19	Experimental	3	Python
30	keanteng/wqd7005-final-exam Retail Insights from Time Series Data: A Multi-Method Approach to Store...	18	Experimental	1	Jupyter Notebook
31	JJIShanid/Synthetic-Customer-Data-Generation-Dashboard This project demonstrates GAN-based synthetic data generation for customer...	18	Experimental	1	Jupyter Notebook
32	Nazmul0005/AI-Moving-Cost-Estimator Automated AI-driven moving cost engine that processes home videos to detect...	17	Experimental	—	Python
33	ClinifyCo/Clinify-Analytics-API High-performance Intelligence Microservice. Delivers real-time BI...	17	Experimental	—	Python
34	Hassan0397/Sales-Analytics-AI-Intelligence-Platform-Data-Analyst-GenAI-Project- A complete end-to-end Sales Analytics, Forecasting, and GenerativeAI-powered...	17	Experimental	—	—
35	MPDJ-AI-Solutions/GenAI-ETL A project utilizing generative AI for to automate ETL processes.	17	Experimental	1	Python
36	AyushSaini0808/Insyte Ask. Visualise. Get insights	17	Experimental	—	TypeScript
37	jaskirat111/Narrative-IQ The Narrative IQ redefines how businesses consume data by using Generative...	16	Experimental	—	HTML
38	MainakVerse/AutoMart AutoVault is your advanced car valuation platform powered by machine...	15	Experimental	10	Jupyter Notebook
39	MainakVerse/Laptop-Sales Laptech AI is a cutting-edge tool that leverages machine learning to predict...	15	Experimental	13	Jupyter Notebook
40	jthiruveedula/bigquery-cost-optimizer-agent AI agent that autonomously analyzes BigQuery INFORMATION_SCHEMA, identifies...	14	Experimental	—	Python
41	jthiruveedula/data-quality-ai-monitor AI-powered data quality monitor for BigQuery pipelines using Gemini to...	14	Experimental	—	Python
42	Chinmanolla-Gayathri/Intelli-Credit Next-gen Credit Decisioning Engine using Gemini 2.0 & Random Forest....	14	Experimental	1	TypeScript
43	apamo/qlik-cloud-multitenant-embed-demo Multitenant Qlik Cloud embedding demo — Node.js portal with OAuth M2M...	14	Experimental	1	HTML
44	JyotiradityaDuarah/Sales-Analytics-Dashboard-Automation GenAI-assisted automation pipeline for sales analytics using Python, MySQL,...	14	Experimental	1	Python
45	kiruthikaJayaramanOfficial/churn-predictor-genai Production churn prediction system — LightGBM (86.6% recall) · LangChain...	14	Experimental	—	Python
46	jthiruveedula/genai-powered-etl-codegen GenAI platform that converts natural language pipeline descriptions into...	14	Experimental	—	Python
47	Dhaka08/personal-ai-data-analyst Streamlit-based AI Data Analyst that answers CSV questions by generating &...	14	Experimental	1	Python
48	ksilenteye/AI-Based-Construction-Cost-Estimation-System-Using-Blueprint-Generation-Price-Scraping An end-to-end AI-powered system that automates construction cost estimation...	13	Experimental	—	Python
49	Tejavathshalini/GenAI-Powered-Retail-Sales-Analytics-Chatbot GenAI-powered conversational retail sales analytics chatbot built using...	13	Experimental	—	Jupyter Notebook
50	ananddixit007/ANN-Classification-Churn This simple streamlit app has predicted the probability, weather a customer...	13	Experimental	—	Jupyter Notebook
51	UjjwalNepal11/ContentLens ContentLens is an AI-powered content intelligence platform that analyzes,...	13	Experimental	—	TypeScript
52	ramilyabm/CS50x2026-Final-Project Advanced Sales Strategy & AI Intelligence Dashboard. A full-stack technical...	13	Experimental	—	Python
53	patilanupam/GenAI_KATA_Tickets_Dashboard Support Ticket Analysis via custom Dashboard	13	Experimental	—	Python
54	Adi77189/AI_Based_Detailed_Diagnostic_Report_Builder AI DDR Builder is an Applied AI system that automatically generates a...	13	Experimental	—	Python
55	PiyushDeshmukh-apperentice/C.A.R.E.-Insurance An intelligent, multi-modal insurance claim automation engine for Health &...	13	Experimental	—	JavaScript
56	DrGitman/Automative_OEM_Project A small system for a car manufacturer that helps customers track their...	13	Experimental	—	TypeScript
57	codes-by-sethu/AI-Powered-Smart-Analytics-Dashboard Optimized tech phrasing: A local-LLM–powered system that automatically...	13	Experimental	—	Python
58	fortyfive-labs/dreamlake Gen-AI Super-Charged Data Platform for Scale	13	Experimental	—	Python
59	sparky26/eda-feature-engineer-automation YeetDA – yeets your dataset straight into enlightenment. A Streamlit-based...	13	Experimental	—	Python
60	Rakesh18012/genai-data-pipeline GenAI data pipeline using OpenAI GPT-4 + Airflow + dbt + Snowflake to...	13	Experimental	—	Python
61	andyyrv2020/RideLab Telemetry and tuning logbook for motorcycles — upload and analyze OBD-II...	12	Experimental	1	C#
62	erictracc/ITEC6310-Final-Project Data-driven strategy for GenAI integration. Analysis of 100k companies...	12	Experimental	1	Jupyter Notebook
63	ChiragMinds/CSVision An AI-powered tool to explore, summarize, and analyze CSV data through...	12	Experimental	1	Python
64	krishnaindia2004/ChurnIQ 🧠 ChurnIQ – Customer Churn Prediction Using AI + React ChurnIQ is a smart...	12	Experimental	2	JavaScript
65	Amatofrancesco99/bigquery-sensei Delivering actionable, data-driven insights from BigQuery logs to empower...	11	Experimental	—	Python
66	siddhartha1104/ANN End to End Artificial Neural Network (ANN) Classification Project...	11	Experimental	—	Jupyter Notebook
67	oozdal/OpenAI-DataAnalyzer Engage with your datasets effortlessly using OpenAI-DataAnalyzer, an...	11	Experimental	—	Python
68	VijayV28/data-lens Data Lens makes data analysis accessible to everyone. No coding required!...	11	Experimental	—	Python
69	geetham2880/Optimizing-Social-Media-Ad-Campaign-Performance-for-Audience-Engagement-and-ROI-Data-Analytics- Data analytics project to optimize social media ad campaigns for engagement and ROI.	10	Experimental	1	—
70	yaminibhole/Better-CLV-Prediction Better-CLV-Prediction focuses on predicting CLV using machine learning...	10	Experimental	2	HTML