Procore AI: How to Connect Procore to an AI Assistant
Yes. You can connect Procore to AI today, using your own Procore credentials. Procore runs a documented API that its customers can reach, and Carly connects to it directly. Nothing needs to be built for you first.
Procore has its own AI too, and it’s good. The difference: Procore’s AI knows Procore. Carly knows Procore plus your email, your calendar, your accounting system, and everyone you need to chase.
What changes on your Procore projects
Overdue RFIs chase themselves. An RFI passes its due date and the responsible party hears about it, with the question and the days overdue attached. It escalates to the PM if it keeps sitting. Nobody has to run a report to find out.
Rejected submittals reach the sub immediately. The rejection lands, the subcontractor gets it with the reason, and the resubmittal deadline goes on a calendar. That loop normally costs days.
Missing daily logs surface the same day. Crew was on site and no log got filed. You hear about it this evening, while somebody still remembers what happened, instead of during a dispute next spring.
Failed inspections start the rework immediately. The failure triggers the notification, the schedule change, and the client update in one pass.
Your morning brief spans everything. Open RFIs past due, submittals awaiting action, yesterday’s inspections, jobs missing logs, and unpaid invoices from your accounting system. That last line is the one Procore’s own assistant can’t give you, because the invoice isn’t in Procore.
Your client hears from you before they ask. Weekly updates written from what’s actually happening on the job.
Procore’s own AI, and where it stops
Procore ships the most serious AI stack in construction software. Helix is the intelligence layer, there’s an assistant that’s already globally available, prebuilt agents are rolling out, and Agent Studio lets you build custom agents without code. Procore also acquired the construction AI firm Datagrid, completed in January 2026, to push submittal review and RFI drafting further.
All of it is genuinely useful, and all of it works on Procore data.
The work that eats your week isn’t contained in Procore. The RFI is in Procore, the person who owes you the answer is in your email, the cost impact is in your accounting system, and the client who needs telling is on your phone. That span is the gap.
There’s a second gap that’s easy to miss until after you’ve bought something.
There is no such thing as an MCP trigger. The protocol's own working group states plainly that clients find out about server-side changes by polling for them, and a real event mechanism remains unshipped.
There’s no official Procore MCP server, and the community ones that wrap Procore’s API share this limit regardless. They answer questions when you start a conversation. They don’t notice that an RFI went four days past due while you were on site, which is the thing you actually wanted.
Construction is an event-driven business. An RFI goes unanswered, a submittal comes back rejected, an inspection fails, a log doesn’t get filed. Every one has an obvious next step and a real cost when it slips.
Everything Carly can reach in Procore
Procore has the widest API surface in construction software, and it’s all available to you:
| Area | What’s reachable |
|---|---|
| Project management | Projects, correspondence, workflows, work breakdown structure, configurable fieldsets |
| Quality & safety | RFIs, submittals, inspections, observations, incidents, punch items |
| Field | Daily logs, timesheets, timecards and timecard entries |
| Financials | Budgets and line items, budget changes, change orders, subcontractor invoices, cost codes |
| Documents | Drawings, documents, file attachments, image uploads |
| People | Users, permissions, company and project directories |
That breadth is what makes the cross-system work possible. Carly can read the RFI, find who owns it, check the cost code it hits, look at yesterday’s daily log, pull the drawing it references, and then send the email, update the calendar, and post to Slack. That last part is the half Procore’s own AI can’t do.
Procore fires events on create, update, and delete across those resources, at company or project scope, and it fires them no matter where the change came from: the Procore web app, Procore Mobile, or the API. So a foreman updating something on a phone at the job site starts the workflow just the same.
Connecting takes about five minutes
- Register an OAuth app in Procore’s Developer Portal.
- Go to carlyassistant.com/integrations, open Custom OAuth, and paste the link to Procore’s API docs. Carly fills in the authorization URL, token URL, and scopes for you.
- Paste the client ID and secret, connect, and approve on Procore’s screen.
Carly keeps the tokens refreshed from there.
Want to see it work before it touches live jobs? Procore gives every developer a free sandbox with no Procore subscription required, preloaded with a sample project of RFIs, submittals, and drawings.
Connections are read-only until you approve write access, path by path, so /projects and /rfis are separate decisions. Credentials are encrypted and never exposed to AI-generated code.
Procore workflows worth asking for
When an RFI passes its due date without a response, notify the responsible party with the subject, the question, and the days overdue, and escalate to the project manager if it goes another two days.
Every morning at 6am, brief me on RFIs past due, submittals rejected yesterday, inspections that failed, and any active job with crew logged but no daily log filed.
When a submittal is rejected, send the sub the reason, put the resubmittal date on the calendar, and tell the PM what it does to the schedule.
Carly runs these on demand, on a schedule, or the moment Procore fires the event. AI agents start at $35/month, and workflow steps that don’t use AI run free, which is most of a Procore workflow since fetching a record and routing a message need no model.
Want it set up rather than setting it up? Book a call and we’ll wire it up with you.
Frequently Asked Questions
Does Procore have AI?
Yes. Procore ships Helix as its intelligence layer, a globally available AI assistant, prebuilt agents, and Agent Studio for building custom agents without code. All of it operates on Procore data rather than across your other systems.
Can I connect Procore to an AI assistant?
Yes. Procore has a documented API with OAuth that customers can use, so you register an OAuth application and connect it to Carly. No prebuilt Procore connector needs to exist on the AI side first.
What can AI do with my Procore data?
The highest-value uses are the time-sensitive ones: chasing RFIs past their due date, getting rejected submittals back to the subcontractor immediately, flagging jobs where crew worked but no daily log was filed, reacting to failed inspections, and sending clients updates without writing them.
Is there an official Procore MCP server?
No. Procore hasn’t shipped one, and the community servers that wrap Procore’s API need your own developer credentials. All of them respond inside a conversation you start rather than reacting to something changing in your projects.
Do I need to be a Procore customer to try this?
Not to test it. Procore gives every developer a free sandbox without requiring a subscription, preloaded with a sample project including RFIs, submittals, and drawings. Reaching your real company’s data does require being a customer with the right permissions.
Is it safe to give AI access to my Procore projects?
Connections start read-only, and you approve write access one API path at a time. Credentials are encrypted, isolated to you, and never exposed to AI-generated code, since a trusted layer makes the request instead. You also choose which agents can use the connection.
How is this different from Procore’s own AI?
Procore’s assistant works on Procore data, which it does well. The work that costs you money usually spans systems, so the RFI is in Procore but the person who owes the answer is in email and the cost impact is in accounting. Carly acts across all of them and can start on its own when something changes.
More: Construction AI · JobTread API · Claude + Procore
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