Tier 3 review after 4 days use.

I suspect this is a review I will update over the next few weeks, but here’s the lowdown as it stands.

On paper, this is a fantastic proposition. Data analytics + LLM has been on my radar for some weeks now, but my attempts to build something myself were taking too long. This seemed to tick all the boxes and the team behind it seem to have all the quals.

As has been stated, even at Tier 3 the quotas are restrictive. 50 workspaces/ canvases sounds generous until your realise that with only 5 data sources in total the likelihood of being able to use this as an Agency tool are little to none. 50 AI requests a month - not even two a day - make this less of conversation with AI and more of an exercise in brevity. This solution badly needs BYOK otherwise the quotas just aren’t going to work.

My own experience in using the platform left me with the impression that it’s a very early MVP. Setting up a Google Analytics connection resulted in at first nothing then error messages. Uploading a csv file yields a better result but the output was questionable and there is no way I’d consider presenting this to anyone without a lot of fact checking and review.

The slide editor is clunky to say the least and feels like something from ten years ago. It took me a good few attempt before working out how to export to Google Slides - it’s far from intuitive.

I couldn’t find a support email or chat function anywhere - instead it’s delivered via readme threads that are buggy as hell. Three days later I’m still waiting for a response.

In short, this has potential on paper but has a long way to go. At this stage it’s a likely refund but I’m crossing my fingers that the next 55 days will turn things around.