Managed AI Operations for Construction

Property developers and owners take 6-12 months to make decisions. Contractors who stay top of mind win the work. Contractors who go quiet after the first meeting lose it.

PM adds a developer contact to Outlook, sets a reminder to follow up in three months, the reminder gets ignored because the PM is consumed by active projects, and the developer selects the competitor who stayed in touch.

• •Quarterly check-ins: "Any projects coming up? We just completed [similar project] and learned a few things worth sharing."
• •Proactive RFP alerts: "We see [City] is bidding out [Project Type]. Want us to respond?"
• •Market updates and completed project highlights that keep the relationship warm without requiring PM time
• •Automated follow-up sequences for proposals that went quiet

General contractors receive 50-200 bid requests per month but have the capacity to respond to only 20%. Every unanswered bid is a project someone else wins.

Bid arrives by email or fax, sits in the inbox, and gets missed. No acknowledgment goes out. The GC has moved on before your estimator ever sees the request.

• •Instant acknowledgment: "We received your bid request for [project]. We'll respond within 24 hours."
• •Qualification: extracts project details including size, timeline, location, and trade
• •Routing: forwards qualified bids to the right estimator and filters out poor-fit projects automatically
• •Follow-up sequences: "Have you selected a contractor yet?" sent at strategic intervals if no response

Subcontractors call and email constantly asking about upcoming projects, payment status, and schedule changes. Every question that lands on a PM's desk is time pulled off a job site.

Receptionist takes a message or transfers to the PM. PM checks the project schedule and payment status. PM calls the sub back hours or days later. By then, the sub has moved on to other work or the information is outdated.

• •Answers FAQs instantly: "When does the ABC project start?" "What trades do you need for the next phase?"
• •Schedule coordination: "Can you start drywall next Tuesday?" triggers a schedule check and response without PM involvement
• •Prequalification: Collects licenses, insurance certificates, and references before a human gets involved

Clients and architects spend the day asking "What's the status of Change Order #47?" and "Are we still on track for move-in?" Every answer requires a PM to stop what they're doing, pull files, and respond.

Owner or architect emails the PM. PM is on the job site, sees it four hours later. PM checks the schedule in Procore or Excel. PM writes a response explaining the delay. Owner has already called the office twice and the superintendent once, creating confusion and duplicate answers.

• •Real-time schedule access integrated with Procore, Buildertrend, CoConstruct, and similar platforms
• •Change order status lookup: "CO #47 was approved on 10/15, work starts 10/20, adds 3 days to the schedule"
• •Weather delay notifications pushed automatically: "Concrete pour delayed 2 days due to rain forecast"
• •Milestone alerts sent to owners and architects as work completes

Every submittal and RFI generates a chain of follow-up calls and emails that consume admin time and slow down the approval process.

Subcontractor emails a submittal to the PM. PM forwards it to the architect. Sub calls three days later asking for status. PM digs through email to confirm receipt. PM emails the architect for an update. Architect doesn't respond. Sub calls again. The cycle repeats every week.

• •Submittal receipt confirmation with contractual timeline: "Received. Architect has 10 business days to review per contract."
• •RFI status tracking: "Submitted to architect on 10/1. Awaiting response. Following up today."
• •Proactive rejection notifications: "Your submittal was rejected. Here's why and what's needed."

After closeout, warranty requests arrive via text, email, and phone calls to whoever picks up. Requests get lost, owners get angry, and negative reviews follow.

Client texts the superintendent about a defect. Super forgets to log it. Client calls the office two weeks later, furious. Office manager searches through texts and emails to reconstruct the request. Service manager has to drive to the site to assess a problem that could have been documented with a photo on day one.

• •Structured intake: "Please send a photo of the issue and describe the problem."
• •Classification: determines whether the issue is a warranty item, punch list item, or out of scope
• •Routing to the appropriate superintendent or warranty manager with full documentation
• •Tracking and communication: "We received your request and scheduled repair for [date]."

Before any sub steps on site, you need a Certificate of Insurance, W-9, license verification, safety training records, and a signed lien waiver. Chasing these documents manually delays project starts and creates compliance exposure.

PM emails each sub requesting documents. Subs respond slowly or not at all. PM chases. Project start date arrives with incomplete paperwork. PM makes a judgment call and lets the sub on site. The compliance gap creates risk.

• •Automated collection: "Before you start work, upload these 5 documents" sent with a direct upload link
• •Validation: checks insurance limits against contract requirements, verifies license numbers, confirms forms are signed
• •Expiration tracking: "Your COI expires in 30 days. Please renew before your next project."
• •Conditional access controls: no completed documentation, no site access clearance

Public projects require weekly certified payroll reports with specific formatting, worker classifications, and fringe benefit calculations. Compiling them manually consumes 3-5 hours per week and creates penalty risk if anything is wrong.

• •Auto-generates certified payroll reports from time sheet data
• •Validates worker classifications and fringe benefit calculations against prevailing wage scales
• •Submits electronically to the compliance system
• •Flags discrepancies before submission so they're resolved before they become penalties

Processing 20-50 subcontractor invoices per month, verifying against contracts, checking for lien exposure, and calculating retainage is a full-time job that adds no value to the project.

PM or bookkeeper manually reviews each invoice against the subcontract, creates the pay application, gets signatures, and fights about retainage. The process takes days and payment disputes follow.

• •Automated invoice intake: email or upload triggers immediate processing
• •Contract verification: compares invoice amounts to subcontract line items
• •Lien waiver generation: auto-creates conditional and unconditional waiver forms
• •Payment application compilation in AIA G702/G703 format ready for owner submission

A missed inspection window can delay a project by days. Tracking 15-30 permits per project across multiple active jobs in a spreadsheet guarantees something gets missed.

• •Permit application prep: auto-fills forms from project data
• •Inspection scheduling triggered by construction milestones: "Rough electric complete. Schedule inspection in 2 days."
• •Reminder notifications: "Final inspection tomorrow at 10am with Inspector Jones."
• •Dashboard view of all permits and inspections across all active projects