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u/Feisty-Donut-5546

▲ 11 r/dataanalytics+1 crossposts

Are users actually asking for AI-only analytics?

Building a conversational analytics software from scratch has made me question a lot of assumptions around BI.

I'm starting to think the real shift isn’t chat instead of dashboards, It’s removing the dependency chain between business teams, analysts, and engineers while still keeping answers governed and trustworthy.

The surprising part is that I'm seeing pure conversational UX break down quickly in real workflows/use cases. Users seem to want a mix of AI guidance and manual control much over fully autonomous analytics. people seem to trust the AI more when they can intervene and refine the result rather than just accept a generated answer.

Is anyone else seeing the same thing?

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u/Feisty-Donut-5546 — 12 days ago
▲ 3 r/SaaS

Hey,

I built an AI tool for embedded analytics, pretty happy with how it turned out. Now that I’ve launched and got some traction, but am looking for the best way to get more eyes on it and maybe even some beta testers.

All advice is appreciated.

Thanks
Venice

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u/Feisty-Donut-5546 — 24 days ago
▲ 3 r/B2BSaaS+1 crossposts

Hi all,

After ~10 years building an embedded analytics SaaS, we’ve just launched something new (and frankly a bit uncomfortable for us)...

An AI-native, conversational analytics layer for B2B SaaS.

The idea is simple. Instead of building dashboards for your users, they can just ask questions in plain English, generate charts, tweak them, and save what they need directly inside your product.

Admins still control the data, permissions, and defaults. But users aren’t stuck waiting for new dashboards anymore.

We’re still very early. Some things work well, others clearly don’t yet.

Right now we’re trying to understand what’s actually useful vs what just sounds good on paper, where this breaks in real products, and what we’re missing completely.

Would love honest feedback from people building B2B SaaS. Harsh takes welcome.

If you want to check it out:
https://ai.toucantoco.com/

Also looking for a few beta testers / design partners.

Thanks 🙏

u/Feisty-Donut-5546 — 12 days ago
▲ 1 r/startupideas+1 crossposts

Hi all,

After ~10 years building an embedded analytics SaaS, we’ve just launched something new (and honestly a bit uncomfortable for us):

An AI-native, conversational analytics layer for B2B SaaS.

The idea is simple. Instead of building dashboards for your users, they can just ask questions in plain English, generate charts, tweak them, and save what they need directly inside your product.

Admins still control the data, permissions, and defaults. But users aren’t stuck waiting for new dashboards anymore.

We’re still very early. Some things work well, others clearly don’t yet.

Right now we’re trying to understand what’s actually useful vs what just sounds good on paper, where this breaks in real products, and what we’re missing completely.

Would love honest feedback from people building B2B SaaS. Harsh takes welcome.

If you want to check it out:
https://ai.toucantoco.com/

Also looking for a few beta testers / design partners.

Thanks 🙏

u/Feisty-Donut-5546 — 26 days ago