Responsible AI
AI That Assists Permit Professionals — Never Replaces Their Judgment
PREiQ™ is built to help catch the kinds of issues that most often cause a Florida permit submission to get corrected or delayed. It's informed by 20+ years of real permitting experience across our team — but it's a tool that supports a person's judgment, not a substitute for it.
This page explains, in plain terms, what our AI does, what it doesn't do, and the guardrails we hold ourselves to.
PREiQ™ helps a permit package get ready for submission.
In practical terms, that means helping surface things like:
- –Missing documents or incomplete applications
- –Conflicting information across plan sheets or disciplines
- –Missing or incorrect signatures and seals
- –Outdated or incorrect product approvals
- –Existing-vs-proposed condition discrepancies
Every one of these is a real, common reason permit applications get rejected or corrected — PREiQ™ is built directly from that pattern, not a generic checklist.
Clear limits, stated plainly.
- –It does not guarantee permit approval. No tool can — final review authority always belongs to the AHJ.
- –It does not replace a person's judgment. A real permit professional reviews every package; PREiQ™ helps them catch more, faster — it doesn't make the call for them.
- –It does not make final decisions on your behalf. Every recommendation PREiQ™ surfaces is something a person reviews before it affects your submission.
- –It does not expose the specific rules or scoring logic behind PREiQ™. What it catches and how it helps is described here and throughout the site — the underlying mechanism stays proprietary, the same way any company protects its own process.
Every permit package Gold Standard prepares is reviewed by a real person.
PREiQ™ runs before a package reaches the AHJ — but a member of our team reviews every submission too. That's true whether Gold Standard is handling your permit for you, or your own team is using permitOS™ to manage it yourselves: the AI surfaces what to look at; a person decides what to do about it.
Built by permit professionals, not by developers guessing at the process.
PREiQ™ exists because our team has spent 20+ years preparing real permit packages and watching the same avoidable problems recur, jurisdiction after jurisdiction. That's the difference between AI trained on the actual pattern of permit corrections and a generic document-checking tool — and it's also why we're careful never to overstate what it can promise.
Common questions.
Can PREiQ™ guarantee my permit gets approved?
No. No tool can guarantee approval — permit decisions are always made by the jurisdiction's own reviewers. PREiQ™ is built to help catch common issues before submission, which reduces the odds of an avoidable correction, but it isn't a guarantee.
Does a person review my permit package, or just the AI?
Both. PREiQ™ runs first, and a real member of our team reviews every package as well — the AI helps surface issues; a person makes the judgment calls.
Will you explain exactly how PREiQ™ scores a submission?
We describe what it catches and how it helps throughout the site, but the specific scoring logic and rule engine behind PREiQ™ stay proprietary — the same way most companies don't publish their internal process in detail.