ORGANIZATIONAL AI FOR COMMERCIAL CONTRACTORS
Your best estimator retires in 18 months. His knowledge doesn’t have to.
The local rates, the subs who lowball, the jobs that went sideways and why — it lives in one person’s head and a decade of spreadsheets nobody can open. TrueClarity captures it into the company, where it stays when he doesn’t.
The knowledge is real. The problem is it isn’t in the building.
Six pressures:
- the knowledge cliff
- the ramp cost
- the 9-places problem
- version chaos (“Rev D lands Monday; Rev C gets bid”)
- closeout & warranty
- retainage cash.
THE RETIREMENT LEDGER
| What’s in his head | What it costs when it leaves |
|---|---|
| 20 years of local $/unit rates | The new estimator re-learns them by losing bids — for years |
| Which subs lowball and which actually show up | Award decisions made blind on the next three jobs |
| “Why we priced the 2019 school job that way” | The same mistake gets priced again — at today’s dollars |
| The owner relationships, and the exceptions they’ll accept | Months of re-learning, paid for at the customer’s expense |
You can’t interview a retirement. You can only decide, before it happens, whether the knowledge stays in the building or leaves with the person.
Before → After
The same Friday. A different building.
Four steps. Nothing gets torn out.
Connect · Index · Secure · Answer — with the superintendent-sees-jobsite-docs-not-margin framing.
Where it plugs in
Built for the stack a contractor already runs.
We don’t demo against your live systems before you’re engaged.
“We live in Procore.” Good.
Keep it. Then make it answer.
“We live in Procore.”
Good — so does almost everyone we work with. Procore runs the project. Keep it. TrueClarity makes the project answer: across projects, across years, across the file share, the email threads, and the ERP.
It runs on top of Procore. Never instead of it. Everything Procore produces — plan sets, submittals, RFIs, closeout packages — becomes indexed and answerable, with the source, the version, and the date on every answer.
The scope, plainly: we don’t ship a Procore connector. We index what it produces. That’s the architecture — and it’s why every receipt holds up on a bid, in front of an owner, in an audit.
“Our estimators just know this stuff.”
Correct. And that’s the whole bet — every bid, every year. The rates, the sub instincts, the “why we bid it that way”: your biggest asset, sitting in one head with a retirement date on it.
TrueClarity moves it into the building — queryable, versioned, and waiting for whoever takes that desk next. You can’t interview a retirement. You can make it answer questions.
“We already have Copilot, so we’re covered.”
Keep that too. Copilot finds the PDF about the project. TrueClarity answers from your ERP, tells you which revision it used, and says “I can’t verify that” instead of guessing.
Copilot is the front door. This is the building. Run both.
“We’re not an IT company; we build buildings.”
Perfect — then don’t build this. Buy it, and make it prove itself. Four to six weeks. One department. One data source. One metric you pick.
If your people aren’t saving real hours on real questions, you walk away.
FAQ
Construction FAQ
Questions contractors ask before they start.
No. Keep the systems that run the work. TrueClarity sits on top of them to make information across those systems answerable. It does not replace Procore or your ERP.
No. You do not need a data-cleanup project before you start. We begin with the sources and questions that matter, then improve coverage from there.
No. Access follows inherited permissions. A superintendent, project executive, accountant, and owner only see what they are already allowed to see in the connected systems.
Yes. Plan rooms, bid documents, email, shared drives, and other approved sources can be indexed alongside the systems your team already uses.
Most initial implementations take four to six weeks: one department, one data source, and one metric you choose.
Your data stays in your Azure and Microsoft 365 estate, tenant-isolated. It never trains a public model.
It says so. Instead of filling the gap with a guess, it identifies that it cannot verify the answer from the available approved sources.
The winning number is in a version you can’t find — until it isn’t.
Your best estimator retires in 18 months. The knowledge can stay