ChatGPT is good for "last mile" adhoc analysis (e.g. you already have all your data in a single file and you want to ask a few questions).
If you're looking for data infrastructure with an AI assistant, try https://www.definite.app/. We give you a full data stack in one app:
1. Built-in data warehouse - We spin up a duckdb database for you
2. 500+ connectors (e.g. Postgres, Stripe, HubSpot, Zendesk, etc.) - You don't need to buy a separate ETL, it's also built-in
3. Semantic layer - Define dimensions, measures, and joins using SQL in one place. We have pre-built models for all the sources we support (e.g. the Stripe model already has measures for MRR, churn, etc.)
4. Simple BI / Dashboards - Build a table with the data you want and generate visuals off that table. Works like a pivot table, if you can use a spreadsheet, you can use Definite.
5. AI assistant to help you thru all of this and analyze your data
I'm mike@definite.app if anyone wants help getting set up.
If you're looking for a more powerful version of ChatGPT Data Analysis, I recommend https://julius.ai/.
If you're looking for a version of ChatGPT Data Analysis, but want to offer it to your customers, take a look at us! https://www.lightski.com/ (disclaimer: I'm the co-founder.) We're building this feature of ChatGPT, but in a way that you can embed inside your app, so that your end-users can get an AI Data Scientist without needing to export data, then import it into ChatGPT or Julius.
ChatGPT is good for "last mile" adhoc analysis (e.g. you already have all your data in a single file and you want to ask a few questions).
If you're looking for data infrastructure with an AI assistant, try https://www.definite.app/. We give you a full data stack in one app:
1. Built-in data warehouse - We spin up a duckdb database for you
2. 500+ connectors (e.g. Postgres, Stripe, HubSpot, Zendesk, etc.) - You don't need to buy a separate ETL, it's also built-in
3. Semantic layer - Define dimensions, measures, and joins using SQL in one place. We have pre-built models for all the sources we support (e.g. the Stripe model already has measures for MRR, churn, etc.)
4. Simple BI / Dashboards - Build a table with the data you want and generate visuals off that table. Works like a pivot table, if you can use a spreadsheet, you can use Definite.
5. AI assistant to help you thru all of this and analyze your data
I'm mike@definite.app if anyone wants help getting set up.