Real results from real construction teams. Here's what happens when AI handles the paperwork.
Field conflicts, scattered emails, and coordination gaps were costing the PM team hours of manual documentation every week. ForgeLinks automated the entire RFI-to-action-item pipeline.
Change orders were falling through the cracks, invoices went out late, and overdue accounts piled up. ForgeLinks automated billing reconciliation and AR management from day one.
A mid-size GC was managing a complex medical center expansion with multiple subcontractors, active RFIs, and constant coordination issues. Their PM team was spending 30-45 minutes per issue just synthesizing scattered communications into formal documents.
A 2-inch clearance conflict between a structural beam and mechanical duct was discovered on-site. The information was scattered across four email threads, a sub's field report, coordination drawings, meeting minutes, and field photos.
The PM needed to synthesize all of this into a formal RFI with drawing references, spec sections, resolution options, and a schedule impact statement — within hours to keep the project on track.
This wasn't a one-time problem. The team was handling 10-15 issues like this every week, each requiring the same manual document assembly process.
ForgeLinks deployed a Project Admin agent that ingested all project communications — emails, field reports, photos, meeting notes, and coordination drawings.
The agent automatically classified each issue, drafted complete RFIs with proper drawing references (S-301, M-301) and spec sections (23 07 13), extracted action items with owners and deadlines, flagged schedule risks and verbal-only approvals, and created archival project log entries. Every output went through the PM's review before submission.
"We went from spending half the day on paperwork to spending 30 seconds reviewing what the agent drafted. The RFIs are better than what we were writing manually — more complete, better referenced, and nothing falls through the cracks."
— Project Manager, General ContractorA small site work contractor was losing money on every job — not from bad work, but from change orders that never made it to the invoice, follow-ups that didn't happen, and an AR process that ran on memory and spreadsheets.
Greenfield Development ordered Phase 4 site grading ($18,250 quoted). The field crew completed the work but installed 200 LF of extra silt fence on verbal approval and performed an additional county-mandated SWPPP inspection. The customer needed the invoice by their AP closing date.
Meanwhile, another customer's $8,450 invoice was 47 days overdue with no follow-up sent. The office manager was handling billing for 15+ active jobs manually.
Change orders were routinely missed, invoices went out late, and the owner had no clear picture of outstanding AR.
ForgeLinks deployed an Invoice-to-Cash agent that reconciled every quote against actual completed work, caught change orders (including verbal-only approvals), generated professional invoices with line items and payment terms, and drafted customer-specific send emails.
For overdue accounts, the agent produced three-tier payment reminders (friendly, firm, final notice) with late fee calculations. It also generated a live AR dashboard with aging buckets, customer risk scores, and a follow-up schedule — giving the owner a clear picture of cash flow for the first time.
"The agent caught two change orders on the first job we ran it on — $2,750 we would have eaten. Within the first month, it had paid for itself three times over just in recovered billing."
— Owner, Site Work ContractorEvery construction operation is different. Let's find where AI can make the biggest impact on yours.
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