Hey there - I work on the Amplitude product team, and it sounds like we could help. Amplitude is a self-serve product analytics solution that also handles marketing and subscription analytics. We just launched a new update Amplitude Made Easy (https://www.amplitude.com/easy) that offers expert templates, out-of-the-box insights, and the ability to use AI to ask analytics questions in plain English. You can also self-serve answer questions using our charts without needing to use SQL.

You can bring data in lots of ways without heavy data engineering—you can use one snippet of code to get started with our SDKs, connect directly to your data warehouse, batch upload data—it's flexible based on how your company works :)

Lots of PMs work without a data team and pull their own data. It is a huge time sink. However, it's also a time sink talking to a data team, waiting, and getting back less than what you were hoping for.

I assume you're solo or small - my question for you is whether you need that much data. Heavy data analytics is less important the smaller you are.

Hi,

If you are looking for an SQL generator that can handle common analytical questions, I recommend www.mitzu.io. (i am the founder)

It is like Mixpanel + Chartmogul combined in a single tool, but it autogenerates SQL data on top of your "event tables".

Posthog

Have you tried combining dbt with Metabase? It's a game-changer for automating insights without heavy SQL work. Super efficient!