The unlock wasn’t just speed. It was usability.
With our new features from our latest launch:
→ Data Maps
→ Context Handbook (semantic layer)
No more manual mapping, schemas, or data dictionaries. Our agent handles it.
MediCircle lived this pain.Hours in Excel. Manual cross-referencing. Still missing patients.
The problem wasn't talent. It was tooling.
Everyone talks about dashboards, models, insights.
No one talks about what comes before that: mapping fields, defining schemas, digging through data dictionaries, arguing over definitions...
That’s where teams actually get stuck.
They went from hours of manual work → minutes.
And from ~80% → ~100% accuracy.
Same team. Same data. Completely different outcome.
We prevented a data drowning! One of our customers was drowning in Excel sheets of patient data & fragile formulas.
We helped them prove something important: you don’t have to choose between accuracy and usability.
What do the Wall Street Journal and The New York Times think about you?
Hovik takes over Structify Master Class to show us how to build a media monitoring pipeline using our tag and news features!
Today, we're announcing our Hubspot connector in the first of our Structify "master class" series!
Now your CRM can finally be clean, structured, and not a pain :)
Structify retweeted

unusual_whales@unusual_whales25 Sep 2025
North America
North AmericaConnected via North America App StoreAccount-level information, not a live location or per-post device.
Structify Flows, an Unusual Whales partner, has announced its “vibe data engineering” platform that allows enterprise-grade data work in minutes:
We raised $4.1M for this moment: introducing Structify Flows.
It's the first “vibe data engineering” platform that lets you do enterprise-grade data work in minutes:
With Structify, just describe what you want in plain English.
No code. No hiring. No backlogs.
Structify retweeted
We’re blown away by the excitement from yesterday
Can’t wait to keep building with this community! Stay tuned for new features & in-person events — kicking things off with the NYC data crew soon!
Structify retweeted
We raised $4.1M for this moment: introducing Structify Flows.
It's the first “vibe data engineering” platform that lets you do enterprise-grade data work in minutes:
With Structify, just describe what you want in plain English.
No code. No hiring. No backlogs.
Power to the data teams!
We raised $4.1M to turn messy and disparate sources into clean datasets so you can focus on whatever you do best!
We're building down-to-earth and world-class team ready to put the truth within everyone’s reach. If you're commited to making information accessible and accurate for everyone, drop us a line.
Data no longer has to be a headache!
Excited to share that Structify has raised a $4M seed round, led by @BainCapVC & @8VC! We’ve been heads-down training our model & building our UI—and we’re just getting started. 🚀
Data guys unite!!
Being the “data guy” used to suck. @StructifyAI gives them a break.
We’ve deployed >1M of our AI agents to turn the web into custom, clean datasets for customers. Now, we’re making it free so you can too.
Tag your team's data jockey to get you both a little something on us 👀
And the cooking is just beginning...
just said goodbye to the AI slop in my newsfeed!!
it was actually p fast to build structured newsfeeds using @StructifyAI, and turns out it saves tons of people (including me) time
DM me with your email and some topics you want to track -- we'll get your structured newsfeed sent up for next week








