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new experiment: "smart" forms (for onboarding, wizards, etc) LLMs aren't just about chat based conversations; here I'm using an LLM/web search to infer form values while onboarding on to new app/service called Trellis. With just a name and company, it can guess some fields and values that can dramatically...

49,430 views • 1 month ago •via X (Twitter)

43 Comments

ben hylak's profile picture
ben hylak1 month ago

thanks for the s/o :)

sunil pai's profile picture
sunil pai1 month ago

I’m actually quite surprised no one else has copied it, seems super natural and worth it to kick up conversion. loved your earlier iteration on it.

matt swanson 😈's profile picture
matt swanson 😈1 month ago

maybe cloudflare can be the one to build a new "gravatar for work" that lets me put my name, job title, location, etc instead of every company doing LLM web searches

sunil pai's profile picture
sunil pai1 month ago

hmmm

koushik's profile picture
koushik1 month ago

🫡

Dave Fano's profile picture
Dave Fano1 month ago

Doing a ton of this for the new @teal_hq Pro product. Saves so much time for the user

sunil pai's profile picture
sunil pai1 month ago

@teal_hq I bet!

Chris Villa's profile picture
Chris Villa1 month ago

let me guess you built that with gpt-5.6

Chris Villa's profile picture
Chris Villa1 month ago

such a vibe

Chris Villa's profile picture
Chris Villa1 month ago

lol you also said so in the video

prge's profile picture
prge1 month ago

someone inform workday about this!!

Fernando Barroso's profile picture
Fernando Barroso1 month ago

this is cool! im launching a product for Non-Emergency Medical Transportation (NEMT) - and we made our onboarding ~conversational~ no forms. just a conversation to get you up and running. in our space, most people are already using either another software or spreadsheets to do their work. so we are using LLMs to help us intake ANY csv/excel and map it to our internal schema. (this makes moving to our software super simple). been HUGE for our adoption and winning competitive deals. (using durable objects [d12s lol] btw 😉) hope you've been well since last chatting in miami! would love to connect again.

sunil pai's profile picture
sunil pai1 month ago

this is very cool!

Jay's profile picture
Jay1 month ago

Seen this first on hoplite - this is how onboarding truly should be @getcontextdev @hoplite_sh

Yahia Bakour's profile picture
Yahia Bakour1 month ago

this is what we originally built for :)

Sahas Vivek's profile picture
Sahas Vivek1 month ago

Super nice use case , but this would work well only for cases where there are defined fields/templates (e.g as described onboarding) Would be interesting for govt. agencies & educational institutions to try this out first

AkinAyo | UI/UX Designer's profile picture
AkinAyo | UI/UX Designer1 month ago

This is amazing

francis john 🍅's profile picture
francis john 🍅1 month ago

i think Poke / the email assistants really have the most magical experience here bc they just get so much data for free that you didn't even realize was in your email

Utpal Nadiger's profile picture
Utpal Nadiger1 month ago

this is GOLD

sunil pai's profile picture
sunil pai1 month ago

🙏🙏🙏

🇺🇾 Emilio Franceschini's profile picture
🇺🇾 Emilio Franceschini1 month ago

this made me think of browsers filling fields like credit card or billing address automatically for you seems like implementing the llm user-side will have much more information than trying to guess from the app side? obviously a good way to start by doing it this way

Hariharan S's profile picture
Hariharan S1 month ago

Love it and what am working on is similar space but a personal pack mcp server which agent can interact with and get curated data that will help fill forms Esp hospital forms as am in and out of surgeries in the past 1 yr and most annoying is to fill hospital forms

Michael Flux's profile picture
Michael Flux1 month ago

Really like this. I've been experimenting with a similar concept for one of my projects where a typical business onboarding would be multiple weeks as it traditionally relied on tons of manual input. Haven't been able to get it to be fully reliable yet given the wide variance in how the businesses make their public data available, but it's looking very promising.

sunil pai's profile picture
sunil pai1 month ago

one idea I had was whether there are just docs/pdfs they can drag and drop that might help. like, tax siets kinda already do this, as do hiring platforms

Michael Flux's profile picture
Michael Flux1 month ago

In my use case, it's trying to import data from a mix of third party calendar/schedule iframes, pdfs, screenshots of giant spreadsheets etc. A big annoyance actually has been that for part of it I've been using Cloudflare Browser to take screenshots for parsing, but as it self reports as bot operated browser (as it should, not saying its CF's fault), many websites are actively blocking from even being able to visit a page. So having to find workarounds where I have to be running a regular machine elsewhere to which I can send requests and on it I can jut be operating a chrome instance which isn't as upfront about who is controlling it - then send screenshots back from it into my parsing pipeline. Luckily not an expensive workaround as even some old $200 laptop will easily be handling thousands of screenshot requests daily while using few dollars of electricity per month, but just wish I could avoid the extra failure points.

sunil pai's profile picture
sunil pai1 month ago

yeah sorry about that, Cloudflare (as far I know) will never do the “stealth” browser thing as other people call it, but thankfully there are workarounds/other services for that atm

Michael Flux's profile picture
Michael Flux1 month ago

Oh yeah, definitely not blaming Cloudflare for it - I would far rather the company operates as it does not, rather than allowing for bot farms to run rampant on it as many other providers are happy to do. In general has been an absolute delight working with CF across the entire product stack - from domains to workers, D1, DO, KV, queues, RLs, AI gateway etc. After using AWS across countless projects since probably 2010, been so nice using CF for the past year where managing infra doesn't become a full time job on day 1.

Michael Flux's profile picture
Michael Flux1 month ago

But curious @ruifigueira @kathyyliao - can confirm the policies around that? ☝️any difference in policies between Browser Run and Kitesurf?

Joy's profile picture
Joy1 month ago

Very useful in tenant onboarding in a B2B App as well. Same Approach.

Kevin Vicent's profile picture
Kevin Vicent1 month ago

This is a great way to create real knowledge inference traces within an internal company OS or similar graph knowledge products, shout out for mentioning the original source. Everything is already invented and ready for reuse and improve

Jose Maldonado's profile picture
Jose Maldonado1 month ago

haha funny timing, i spent the weekend working on this

🧩 David Turner's profile picture
🧩 David Turner1 month ago

Currently experimenting with a similar realtime wizard pattern in customizing specs. Ex: using a spec that builds a "family hub" but families take lots of shapes and sizes, so how do you build out that spec to make assumptions on what you need in your hub. codemode for specs.

Gillinghammer's profile picture
Gillinghammer1 month ago

form shortening has been around for nearly a decade - Many @clearbit customers used it to great effect. Also works natively today in @HubSpot

M's profile picture
M1 month ago

Will CF open up data residency to non enterprise soon?

siqi liu's profile picture
siqi liu1 month ago

just a name and a company and the rest fills itself. i've seen people freeze on those empty boxes for like a full minute

JSON x's profile picture
JSON x1 month ago

dynamic UI basically

Nick Shilov's profile picture
Nick Shilov1 month ago

prefilled forms cut the onboarding drop off

Yos Riady's profile picture
Yos Riady1 month ago

Big fan of this. Been experimenting doing the same with what I'm building.

Shupp's profile picture
Shupp1 month ago

@threepointone bro what is this screen share app, so buttery smooth

sunil pai's profile picture
sunil pai1 month ago

screen studio!

Shupp's profile picture
Shupp1 month ago

amazing! ill have to check this out, its clean af

Yaya Soumah's profile picture
Yaya Soumah1 month ago

Dimension also used to do this, but for a user personal context

Cem F Dagdelen's profile picture
Cem F Dagdelen1 month ago

@badlogicgames love!

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