I've been watching the "AI data analyst" space for a while, and something clicked after reading Anthropic's internal write-up on how they run analytics with Claude. I wanted to lay out the pattern I'm seeing, because the whole category is quietly pivoting from a speed story to a trust story, and most of the marketing hasn't caught up to that yet.
Disclosure up front: I'm a co-maker of ada.im (and chartgen.ai and clawteams.ai), so I'm biased. Posting this in Self-Promotion for that reason, but I've tried to keep it analytical rather than a pitch.
We ve made a lot of progress on the backend and core systems. We re building our own open-source ASR NMT TTS pipeline and aiming for ~1 second real-time translation.
Right now, we support 17 output languages and 10 input languages, with plans to expand further.
Hi Product Hunters, I'm an solo founder building e-commerce agent Sellclaw for amazon seller.
SellClaw is a multi-agent AI assistant built for e-commerce sellers.
We want SellClaw to become the assistant sellers work with every day: one place to research, create, organize, and eventually coordinate more of their store operations.
I'm Johnny, solo founder. Embent is an embeddable AI agent you point at your website or docs: it answers visitor questions only from what you actually published, cites the page under every answer, and the part I care most about says "I don't know" instead of improvising, then logs that question so you know exactly which page to write next.
The homepage is the demo: paste your URL at embent.com, no signup, and a real bot built from your own site is answering about a minute later.
We're live on Product Hunt tomorrow (Aug 20). Before that, I'd genuinely love this crowd's stress test: paste your site, ask it your hardest questions, and tell me where it breaks. That "where it breaks" list is literally the feature it's what the Unanswered inbox is for.
I just launched ShareEasy today. The core idea: why should two devices on the same WiFi need to route files through internet servers just to share a photo?
ShareEasy transfers files locally at full WiFi speed no internet, no account, no size limits. Works across Android, iOS, Windows, and macOS.
We usually discover extraordinary people after we already know how the story ends.
Steve Jobs is the guy who launched the Macintosh, returned to Apple, introduced the iPod, pulled an iPhone out of his pocket, and helped change technology forever.
Every second launch here is AI native right now. I went the other way and shipped a tool with no AI in it at all. Because it is basically a text writing/automation tool, I expected that to be a problem. It's turned out to be the easiest thing to explain and actually push for when it comes to a tool claiming privacy as one of its features.
Here's what keeps happening. We get into a deal, things are going fine, and then someone from their security team asks whether our staff can read what they store in the product. For most tools in this category the answer is yes. Nobody's being shady about it, that's just what it means to keep data on a server you control.
We re gearing up for our very first launch on Product Hunt this April 2, and we re incredibly excited about it! It s been a journey filled with hard work, preparation, and anticipation. But as we all know, launching on PH can be unpredictable, and there s always room to learn and improve.
We decided to build Vitrini after struggling to create consistent social media posts for our own brands with ChatGPT and Claude.
The problem wasn't generating an image. It was getting something actually usable for marketing: consistent with the brand, properly sized, with predictable text and logo placement, and adapted to the safe zones of each platform.
