This category is heating up. Model agnostic is a great move. Apart from that, how else are you planning to differentiate Tadata from the peers?
That's a really nice tool tbh.
The connectors part is awesome! I liked it depth, one of the most thought-through I've seen. good job folks!
Btw- can you share where does this different than Claude tags?
the delegation pitch is appealing but what's the failure mode - if Tadata researches a lead and gets something confidently wrong (stale data, wrong company, a hallucinated detail), does it flag its own uncertainty, or does that just show up as a normal Slack message and get treated as ground truth by whoever asked?
Great positioning. Love to see fastapi-mcp progress into a slick product and a smooth experience. Good luck, team!
With the short and crisp answers, and ability to give instructions in Slack, feels more seamless than other Slack bots!
Hi everyone 👋 I’m Tori, co-founder of Tadata.
We believe people should be able to do more with AI without having to learn how to build agents.
You should be able to delegate to AI like a teammate: tell it what you need, give feedback, and let it figure out the rest.
That’s Tadata.
It lives in Slack and is especially good at sales work today. Lead finding is one of my favorite examples: I can describe exactly who I’m looking for and Tadata researches across our internal tools and harder-to-reach sources like LinkedIn or Google Maps. If the results aren't right, I just reply with what to change.
I’m not choosing data providers, wiring together tools, or building a research agent. I’m just delegating the job. Tadata puts the system together underneath.
And as I work with it, Tadata learns how my company works and builds shared context that makes future work better.
We came to this from the infrastructure side. Our team created FastAPI-MCP, which grew to 12K GitHub stars and 70M+ downloads. We knew how to give agents tools, but having access to tools is very different from having an AI teammate you can actually rely on.
So we’re excited to launch Tadata and hear what you think!
P.S. Yes, Tadata helped us with nearly every part of this launch ;)
About Tadata on Product Hunt
“The AI employee in Slack that reads the room.”
Tadata launched on Product Hunt on September 6th, 2026 and earned 185 upvotes and 13 comments, earning #3 Product of the Day. Tadata is the AI employee that lives in your Slack. It connects to your tools, learns your company and your preferences, and does work for your team.
Tadata was featured in Software Engineering (43k followers), Developer Tools (518.8k followers) and Artificial Intelligence (477.8k followers) on Product Hunt. Together, these topics include over 208.6k products, making this a competitive space to launch in.
Who hunted Tadata?
Tadata was hunted by Rajiv Ayyangar. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Tadata stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Rajiv Ayyangar
Congratulations @tori_seidenstein and the team. I love how the product has evolved from just MCPs to an AI Employee in Slack. ✨