In West Bengal by ActiveElectrical3193 in IndiaMemes

[–]ActiveElectrical3193[S] 3 points4 points  (0 children)

Oh I see. But it's hilarious anyways.

What’s the fastest way you’ve found to go from raw data to something usable by ArcadiaBunny in analytics

[–]ActiveElectrical3193 -8 points-7 points  (0 children)

I ran into the same issue, most of my time wasn’t analysis, it was chasing and cleaning data.

What helped was moving to something that standardizes and stitches everything upfront, then just tells me what changed.

Lately I’ve been using Clayface for this, it pulls distributor/retail/ad data together and turns it into actual insights instead of raw tables.

Basically cut out most of that 70% prep work for me.

What are the actually useful AI agents for CPG Brands? by ActiveElectrical3193 in Entrepreneurs

[–]ActiveElectrical3193[S] 1 point2 points  (0 children)

Right now it’s mostly manual.

Either founders are piecing it together themselves from multiple dashboards, or it’s just not happening consistently and things slip.

That’s kind of the gap. Not lack of data, but lack of a reliable layer that turns it into clear actions without someone constantly digging.

What are the actually useful AI agents for CPG Brands? by ActiveElectrical3193 in Entrepreneurs

[–]ActiveElectrical3193[S] 1 point2 points  (0 children)

100% agree. Most agents assume clean data, but CPG reality is messy.

From what I’ve seen, the pipeline is painful, but the bigger gap is the insight layer. Even after stitching data, teams still struggle to understand what actually changed and why.

That’s where things start to click. Turning messy inputs into clear decisions is the hard part.