4specs.com    4specs.com Home Page

QAQC AI Based Software for Specificat... Log Out | Topics | Search
Moderators | Register | Edit Profile

4specs Discussion Forum » Specifications Discussions » QAQC AI Based Software for Specification Review « Previous Next »

Author Message
Nathan Woods, RA, CSI, CCCA, LEED AP
Senior Member
Username: nwoods

Post Number: 964
Registered: 08-2005


Posted on Thursday, April 09, 2026 - 05:35 pm:   Edit PostDelete PostPrint Post

I'm looking for suggestions for existing software services that are specifically created for reviewing project specifications for quality, completeness, accuracy, etc.... Ideally, it would find all the missing reference sections, TBD's, "By Architect" and so forth. Extra points for being able to import keynotes or drawing content to verify the materials are covered in the specs.

I am aware of this one:
https://www.specbook.ai/

Do you have any knowledge of similar Programs/Applications/Services that we should be looking at?
Seamus McGrady (Unregistered Guest)
Unregistered guest
Posted on Tuesday, April 28, 2026 - 01:50 pm:   Edit PostDelete PostPrint Post

Hi Nathan, GREAT question and many using VisiSpecs love our QA Report. Contact us for more info and we'd be happy to run your last project through it to show you the errors it picks up. Seamus
JPotter (Unregistered Guest)
Unregistered guest
Posted on Wednesday, April 29, 2026 - 01:17 pm:   Edit PostDelete PostPrint Post

Hi Nathan,

We are currently working on an AI driven QA/QC tool for specifications within Specpoint. We are going to be looking at a lot of what you mentioned, plus many more items.

Additionally in later phases we will be looking at doing keynotes and the revit model.

We've had really good success internally with this tool and excited to get this out to customers!
David Stutzman
Senior Member
Username: david_stutzman

Post Number: 165
Registered: 07-2002
Posted on Wednesday, April 29, 2026 - 09:36 pm:   Edit PostDelete PostPrint Post

Nathan, It appears that specbook.ai is built for contractors to identify spec deficiencies. Document Crunch has a similar tool. See https://www.documentcrunch.com/construction-specification-review

I know Document Crunch provides analysis and reporting based on specific queries. My impression is that it is still up to the user to know what prompts are needed to get useful results.

We are experimenting with AI for use with Conspectus Cloud. We have not found a use case that will produce consistent, reliable results, yet. Conspectus Cloud has global search that can include results for a single project, all projects, and all masters - at the user's option. It also displays referenced spec sections in red text if the documents are not included in the project, the visual cue that the document is missing.

These two features have sufficed for our specification consulting services to ensure we deliver quality documents.
JUSTE FANOU (Unregistered Guest)
Unregistered guest
Posted on Wednesday, April 29, 2026 - 06:35 pm:   Edit PostDelete PostPrint Post

You can just have any LLM do this.
John O'Neil (Unregistered Guest)
Unregistered guest
Posted on Thursday, April 30, 2026 - 09:37 am:   Edit PostDelete PostPrint Post

What is an LLM?
John Bunzick
Senior Member
Username: bunzick

Post Number: 1952
Registered: 03-2002
Posted on Thursday, April 30, 2026 - 02:36 pm:   Edit PostDelete PostPrint Post

LLM is a "large language model" which is the basis for most artificial intelligence systems in use today. It refers to the way AI "scrapes" any text it can find on the internet to build its "intelligence".
Nathan Woods, RA, CSI, CCCA, LEED AP
Senior Member
Username: nwoods

Post Number: 966
Registered: 08-2005


Posted on Thursday, May 07, 2026 - 02:34 pm:   Edit PostDelete PostPrint Post

Thank you for the responses everyone!
Its seems like a rapidly shifting topography

Add Your Message Here
Post:
Username: Posting Information:
This is a public posting area. Enter your username and password if you have an account. Otherwise, enter your full name as your username and leave the password blank. Your e-mail address is optional.
Password:
E-mail:
Options: Automatically activate URLs in message
Action:

Topics | Last Day | Last Week | Tree View | Search | Help/Instructions | Program Credits Administration