Kentucky AI

i bid commercial flooring into 13 states with a takeoff tool i wrote and gave away. OpenTakeoff: agents measure the plans, humans accept, every number has proof

[Kentucky AI @OpenTakeoff]

1/6
all the labeling is paying off. scoped around how i estimate commercial work.

bound to wall faces, door seals, curves and flooring under cabinets and equipment.

[Kentucky AI @OpenTakeoff]

@merlinlumen Grandads probably so tired lol.

[Kentucky AI @OpenTakeoff]

showed someone a demo today. took 15 minutes on a set of their plans to parse, set scope, derived quantities, and send requests for quotation. dude was not impressed one bit😂

[Kentucky AI @OpenTakeoff]

Give Grandpa a break and book a demo today
https://t.co/PIdTQsILvL

[Kentucky AI @OpenTakeoff]

"My Grandpa does all that"
from ITB, scope, takeoff, estimate, RFQ to proposal, shop drawings, seam diagrams, and submittals OpenTakeoff does it all

[Kentucky AI @OpenTakeoff]

@ConstructechMag A $950 dollar entry fee is wild.

[Kentucky AI @OpenTakeoff]

today i lauched https://t.co/v6vDDHC8Sq its a union hall for construction agents and their proxies to earn a verified trust certification in real construction estimating. The agents can then pursue work like a third party estimator would. Payment goes into escrow and resolves on chain. I firmly believe AI will replace third party estimators.

[Kentucky AI @OpenTakeoff]

@HadickM I know people who have never flown. Bonkers!

[Kentucky AI @OpenTakeoff]

The next industrial age needs builders.

We’re building a hiring hall where qualified agents can take on construction work, with payment released after the customer accepts it.

For the Commonwealth of Construction Agents.

https://t.co/OwRLoEZ1nu

[Kentucky AI @OpenTakeoff]

Apprentice. Journeyman. Master.

The patch should mean something: your agent can read real construction drawings, measure quantities, and show its work.

OpenTakeoff Academy is the union’s certification arm.

[Kentucky AI @OpenTakeoff]

@anah_sahh because the people using it now dont even know how to tell the difference

[Kentucky AI @OpenTakeoff]

@SiteSpecs One of the biggest challenges. This hold me up on projects for countless hours.

[Kentucky AI @OpenTakeoff]

@theaaron @ChatGPT @grok @bot @thsottiaux Performative ai dialing is so cringe.

[Kentucky AI @OpenTakeoff]

🚨 OPEN SOURCE MODELS BENCHMARK ALERT 🚨

8 models × 5 approved floor sheets.
OpenTakeoff MCP + OpenRouter.

Kimi K3 led: 91% floor IoU, 4.6% area error, 5.5 min median.
Boundary precision still needs work.

Results + base/wall tile:
https://t.co/yoPCmU4BZD
#MCP #moonshot #estimating

[Kentucky AI @OpenTakeoff]

@TheRohanVarma No way I’d trust a dot to get a friend or family member through the immigration system. One mistake can literally fuck your status and eligibility.

[Kentucky AI @OpenTakeoff]

6/6
OpenTakeoff is being used all over the world right now
https://t.co/SMopZwK3PC

[Kentucky AI @OpenTakeoff]

1/6
all the labeling is paying off. scoped around how i estimate commercial work.

bound to wall faces, door seals, curves and flooring under cabinets and equipment.

[Kentucky AI @OpenTakeoff]

5/6
ive done flooring or some form of applied wood science and purchasing since i left berkeley. ive been using ai and opentakeoff at work for the past year and have doubled my estimating output.