Procore is the construction management platform used by general contractors, owners and specialty trades to run projects. Drawings, specifications, RFIs, submittals, daily logs, inspections, observations and punch lists all live there. During construction, it is the centre of the project. At handover, much of that knowledge stays behind in Procore while the facilities team starts maintaining a building they know little about.
Agentic CMMS turns Procore into an MCP server for Claude, ChatGPT and other AI agents. Project teams ask about the build in plain language, and owners carry the knowledge into operations instead of losing it in a closeout folder.
What your AI agent can do with Procore
- Track RFIs. "Which RFIs on the hospital extension are overdue, and who is the ball in court with?"
- Check submittals. "Has the submittal for the rooftop air handling units been approved, and what were the reviewer's comments?"
- Close out punch lists. "List open punch items on Level 3 for the mechanical contractor, oldest first."
- Read daily logs. "How many workers were on site each day last week, and were there any weather delays?"
- Find the right drawing. "What is the current revision of the plant room layout drawing, and when was it issued?"
- Review inspections and observations. "Which safety observations were raised this month, and which are still open?"
- Collect the closeout package. "Which O&M manuals, warranties and test certificates are still missing for the mechanical and electrical packages?" The agent checks the closeout documents against the equipment list.
- Draft an RFI. "Create an RFI asking the engineer to confirm the pipe support spacing in the plant room, linked to drawing M-201." With write access, the agent creates it.
Procore with your other systems
The moment of truth is handover. Connect Procore beside your facilities and document systems and one question bridges construction and operations:
- Build the asset register in Planon from the equipment submittals and O&M manuals in Procore.
- Create preventive maintenance in Brightly Asset Essentials for every piece of plant whose warranty starts at practical completion.
- Check that the final drawings in Procore match the issued revisions in Autodesk Vault or Bentley ProjectWise.
- Move open defects into FMX work requests once the building is occupied, with photos and location.
From construction to operation
The people who maintain a building for 30 years need what the builders knew for two. An agent that reads Procore helps owners and contractors close out properly and keeps that knowledge available. Owners and admins choose which roles may use each Procore tool, each person approves their own agent, and every call is saved in the activity log, which is useful when a defect or warranty claim is disputed later.