Business MCP Layers
One AI Layer Over Every Tool You Run.
A business-specific MCP server connects Claude or ChatGPT to your whole stack: your systems of record, your documents, and your rules. Your team gets instant, cited answers instead of hunting across ten tabs.
What Is a Business MCP Layer?
MCP stands for the Model Context Protocol, an open standard for connecting AI models to outside tools and data through one consistent interface. A business MCP layer is a set of MCP servers we build and run for you: each one exposes a system you already use (your CRM, accounting, project software, document store, or database) to an AI assistant like Claude or ChatGPT as a set of typed, permissioned actions.
Instead of pasting data into a chatbot, the model calls your MCP servers directly over a standard protocol (JSON-RPC), reads only the records the person asking is allowed to see, and returns an answer cited back to the source row or document. You own the servers and run them on your own keys, so nothing about your stack is handed to a third-party AI vendor.
How We Set It Up
Inventory your sources
We map the systems that hold the answers (systems of record, file stores, databases) and the high-value questions your team asks every day.
Build the MCP servers
For each system we build an MCP server that exposes typed tools and resources ("look up a work order", "find a lease") backed by that system’s API.
Wire auth and guardrails
Each server authenticates with scoped OAuth tokens and enforces your permissions, so it only ever returns what the requester is allowed to see.
Connect your AI client
We connect the servers to an MCP-compatible client (Claude, ChatGPT, or an in-house agent) so your team queries everything from one place.
Ground and cite
Every response is pulled from live data and cited back to the source record or document, with logging so you can audit what was accessed.
Built With
What a Business MCP Layer Gives You
Not another chatbot. A connective layer that lets AI work across the tools you already run, inside the rules you set.
Connect every system
One layer that reaches across your tools (CRMs, accounting, project software, documents, databases) instead of standing up yet another silo.
Your rules and guardrails
Business logic, permissions, and guardrails enforced on every request, so answers respect who is asking and what they are allowed to see.
Grounded, cited answers
Every response is pulled from your real data and cited back to the source, not hallucinated from a model that has never seen your stack.
Own it outright
A one-time build you own and run on your own keys, not a per-seat AI subscription that compounds against you every month.
How It Works Across Industries
The same MCP layer, grounded in the tools each industry already runs. Explore the build for your world.
Ask your stack about any job, change order, or spec.
Connect Claude or ChatGPT to your whole stack and get a cited reply pulled straight from Procore, your accounting system, and your documents.
ROI: If 5 PMs each lose ~5 hrs/week hunting across Procore and email, grounded answers can recover roughly $60K/yr in billable time.
Scoped, built, and owned by you.
An MCP layer is a custom software build with the strategy to back it. We map the high-value questions, wire the integrations and guardrails, and hand you a system you own, not a seat you rent.
Your Workflows. Your Data. Your Software.
Get a free project estimate in under 2 minutes, or book a discovery call to walk us through how your team works today.