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.

Can this go through the data of all of my followers and determine the coolest one?

Just ran the flow. It checks out

Guess who owns the license to the plain English license

Sign up for $20 in free credits today – turn months of manual data work into minutes!

In 2022, I was manually copying data from PDFs into spreadsheets, staying up all night with teams of interns doing digital data entry. I realized this was fundamentally broken. Every company was hiring expensive data engineers to do work that AI could automate.

Structify works with any data source. PDFs, spreadsheets, websites, APIs - we connect and structure everything automatically. Construction firms turn contracts into searchable databases. RevOps teams get 360-degree pipeline views by connecting CRM, meeting notes, and web research.

We’re proud to offer enterprise-grade accuracy at machine speed. The big AI tools hallucinate on complex data. We're built for mission-critical business decisions. Turn 6 months of data engineering work into 6 minutes of plain English requests.

Today: - 40+ companies use Structify to process millions of documents - We turn 45-minute manual tasks into 30-second automated workflows - Teams save months of engineering time every quarter

VCs logging onto Twitter to watch launch videos all day

Bro I once asked AI to help me clean up my data and it deleted my whole table

Hahaha - the "revert" button is one of my structify favorites

Millennial techbros trying to not make the worst fucking names for their useless shot nobody needs.

Who do I need to hire on my end to make this work? My data is a shit show

For orgs with a lot of data (like litvc or Litney Partners), we're happy to send an FDE to go set up connections to onboard the data for a couple days. We work with @DataHubCloud to make it happen, and then all your queries are based on your data!

Can this tell me when the US is about to default so I can turn the printer on?

Hook us up to the IRS, and we'll make it feed right to your neuralink

You got it

and what about privacy? you expect that companies just upload whole crms and dbs somewhere to your server? am i right?

For enterprise contracts, we happily deploy on premise solutions!

Congrats on the raise and launch!

Post a cool pipeline idea, and Structify will comp. the credits!

Lmk if you are looking to expand your team I have a few people that would be interested in this

We're always hiring :) - feel free to send them in DM's

Congrats bros 🔥

Thanks! I think we might need to get on this TikTok thing as well.

LFG!

Appreciate all the support along the way @vvkgopalan

now its time for me to structure more data

heck yeah!! we're crushing this :)

Awesome, we are one step closer to never having to think about anything again. Just push a button with a picture and the AI will do the rest for you

*BRING ME DATAAAAA* button. Might have to get one with our logo

lmao nuts was going to spin this up as a visor on the side cool stuff

Well no need anymore - just gotta signup for the team plan and we gotchu

We're going to moon!

LFG!! Congrats to the team. Turning messy data into usable insights without the overhead is something a lot of teams need. Curious to see how this helps operators move faster without waiting on eng bandwidth.🔥

I'd love to see if we can helpout at Yotpo! I'll DM directly

data data data

Nice product! Tried building this in 2021 (sans AI) and unfortunately learned the mode/graph interface is too confusing for non technical users and needed a different layer of abstraction. Keen to hear how it goes

Yeah - codegen is a major unlock for a product like this. Designing around that makes so much more possible and makes the design/UX decisions new :)

The winners of the AI era won’t be the ones with the flashiest models. They’ll be the ones with the cleanest data foundation.

Garbage in garbage out. The input data matters, and we'll help make it incredible.

This is exactly the kind of tool that removes bottlenecks and empowers teams to focus on insights rather than wrangling code. Excited to see how Structify Flows transforms data workflows!

Appreciate it @LearnWithBishal! Let me know how it goes when you try it out

Vibe coding will never be the same

Just doing our part! 🫡

Congrats on the raise, that’s a strong start. But real question — does Structify actually kill the data eng bottleneck or is this another “AI SQL wrapper with vibes”? If Flows can handle: •messy real-world pipelines •schema drift •security/compliance at scale •and still feel “no code” …then yeah, you’re onto something big. Otherwise, it’s another demo tool. Curious — how are you making sure Flows doesn’t break the second it touches enterprise-level chaos?

@notrektboy @ginacostag_ I love this question. For enterprise's, we do a live updating data catalogue (in collaboration with @DataHubCloud). If there is a schema shift anywhere, you don't just get a notice, you get a one click "Suggested fix". Frankly, enterprise's with too much data is where we shine.

im about to visualize so much data on public companies

A fun one to start you off on - all the playa bowl locations in the US nicely graphed

i can't believe you'd send me a restaurant that has 0 locations in california

Oh. True true. You should use the free credits and see if you can get something good out :)

Congrats!! Excited to try this out

Let me know how it goes!

Cool but background music detracts from message.

Congrats on the launch!

Thanks @ginacostag_!

congrats on the launch!

looks awesome, love what you're doing!

Appreciate it @corbtt!

So excited to finally share what we've been working on to the public!

Same - very excited to start building in public. Get ready for so many feature posts.

All that tech, and it didn’t tell you the background music is way too loud.

Too much music blasting in the office!

this is epic guys congrats!

Appreciate it @elian_haddock ! We should do an airgoods x structify event soon

@elian_haddock appreciate it!! second to the @airgoods collab, maybe trivia

@A_Reichenbach_ @airgoods 💯