Construction-native reports
Live WIP, over- and under-billings, subcontract status, schedule of values, and budget-vs.-actual — pulled from the same ERP your accountant closed the month in.
MCP Glue Layer
Your construction stack, connected to the AIs your team already uses.
Beiing Human's MCP connectors let Claude, ChatGPT, and Copilot read and write to Foundation, Procore, Vista, Spectrum, and Autodesk — so your controllers can ask questions in plain English instead of pulling exports from four systems.
Works withClaudeChatGPTCopilot+ any MCP-compatible tool
How it works
Three moves. That's the whole thing.
MCP was designed to be simple. Install connectors for the systems you already run, ask in the language your team already uses, and let the AI do the work of moving between systems.
- 01 · Connect
Link your ERP and PM systems
One connector per system — Foundation, Vista, Spectrum, Procore, Autodesk, BuildPass, Acumatica, Sage Intacct, and more. Ships read-only. Turn on write access when your team is ready.
- 02 · Prompt
Ask in Claude, ChatGPT, or Copilot
Reference jobs, cost codes, vendors, PMs, and date ranges by name. No SQL. No exports. No report builder to learn on the side.
- 03 · Answer
Get the answer with the source one click away
The AI pulls from your live data and shows the underlying records, so any number can be traced back to Foundation, Vista, Spectrum, Procore, Autodesk, BuildPass, Acumatica, Sage Intacct, or wherever it came from — in a click.
Not a general-purpose chatbot. It knows what a schedule of values is.
Generic AI tools flatten construction into a spreadsheet. Our MCP layer is tuned to the vocabulary and workflows your controllers actually use — WIP, retention, over- and under-billings, lien waivers, T&M tickets, and cost codes down to the phase.
Reconciliation across your stack
Catches the AP and AR gaps between Foundation and Procore without anyone diffing two screens on a Tuesday afternoon.
Write-back, not just read
Draft a lien waiver, log a change order, update a schedule. The AI writes back to the same systems it read from, with a full audit trail.
Your ERP is your source of truth. We treat it that way.
Every connector is designed around the principle that your controller should sleep at night. Read-only by default, permissioned per user, and blind to anything that shouldn't leave the accounting system.
Read-only by default
Every connector ships in read-only mode. Write actions require explicit configuration and log every change back to your ERP with a full audit trail.
Role-based permissions
Each user only sees what they're already cleared for in Foundation or Procore. If your PM can't see labor cost today, the AI won't show it to them either.
Sensitive data excluded
Employee Social Security numbers and other sensitive PII are redacted and/or blocked by the MCP server.
Every major construction platform, unified.
Connectors we've built or are actively building — with more added based on customer demand. If your vendor isn't on the list, we publish the guides so anyone can build their own.
Foundation, Vista, Spectrum
Foundation Software, Vista by Trimble, Spectrum by Trimble, Sage Intacct, Sage 300 CRE, Acumatica, QuickBooks Desktop & Online
Procore, Autodesk, BuildPass
Procore, Autodesk Construction Cloud, BuildPass, CMiC, Deltek ComputerEase
Planswift, STACK, ProEst
Planswift, STACK, ProEst, CostX by Bolstrek, Bid2Win
Email, calendar, chat
Outlook, Gmail, Teams, Slack, WhatsApp, SMS
Already on Foundation? Connect Claude to Foundation today →
What construction teams actually ask.
Real questions from real controllers, PMs, and project accountants — the kind that used to take forty-five minutes across four tabs.
- Controller · GC“What's the cost-to-complete on the Nashville tower project?”
- AP Lead · Trade contractor“Which subs are missing lien waivers over $50K this month?”
- Project Accountant“Show me every open change order awaiting PM approval.”
- CFO · Developer“Summarize this week's job cost variance across active projects.”
- Compliance Manager“Draft the lien waiver request for the concrete sub on Block 12.”
- Controller · GC“Which invoices from our concrete vendor are still unpaid?”
The MCP layer sits with the rest of the Beiing Human stack.
Beiing Human builds AI-native tools for construction's back office. Start with MCP if you already have the systems. Add the products below as the workflows they replace come up for renewal.
MCP Connectors Beta
The glue layer. Connects your ERP, PM, email, and calendar to Claude, ChatGPT, Copilot, and other MCP-compatible AI tools.
AP Invoice Automation Available
AI-powered AP built for construction teams. Reduces manual work, speeds approvals, and improves job-cost visibility.
Lien Waiver Tracker Available
Automates the collection, tracking, and reconciliation of lien waivers across every job and every sub.
AP Benchmarking Tool Available
Compare your AP workflow against contractors like you. Model the savings from automation before you commit.
MigrationERP Migration Coming Soon
Move from a legacy accounting system to your next ERP without losing job history or coding conventions.
CoI & W-9 Parsing Coming Soon
Automatically parse certificates of insurance, W-9s, and vendor documents from your inbox into structured records.
FAQ
Frequently asked questions
Claude by Anthropic, ChatGPT by OpenAI, and Microsoft Copilot — plus any other tool that supports the MCP protocol. Because MCP is an open standard, the connectors we build keep working as more AI providers adopt it. You're not locking yourself into one vendor.
Every number the AI returns links back to the source record in Foundation, Procore, or wherever it came from. Click through to the underlying invoice, PO, or subcontract to verify. We recommend sense-checking your first few answers against a figure your controller already trusts.
Live. Connectors pull from your ERP and PM systems in real time when you ask a question, so you're not looking at yesterday's export.
No — that's the whole reason MCP exists. Your systems stay where they are. The MCP layer just lets Claude, ChatGPT, or Copilot reach into them so your team stops tab-hopping.
No. Your ERP and PM data is never used to train models, ours or anyone else's. Data is encrypted in transit and at rest, and payroll and employee records are blocked at the connector level.
Two options — request it and we'll prioritize against demand, or build it yourself using our published connector guide. Either way, you're not stuck waiting on our roadmap.
See it run on your own data.
We're onboarding a small group of construction finance teams to the MCP beta. If your stack is Foundation, Procore, Vista, Spectrum, or Autodesk — you're the reason we're building this.