North Carolina · Applied AI
MCP integrations in Charlotte
Built and supported here – the way a Charlotte business would actually use it.
What MCP integrations actually does
Wire Claude, ChatGPT, or Gemini directly into your tools with the Model Context Protocol. Your team uses AI in their existing inbox, CRM, or chat – with your data, your permissions, your guardrails.
We've worked with enough operators in Charlotte to know that the brief that arrives in our inbox is rarely the brief that ends up shipped. The first thing we do on any MCP integrations project is sit with your team for a day before we propose anything.
- 01 Custom MCP servers for your CRM, ERP, or in-house tools
- 02 Permission-aware so AI only sees what each user can
- 03 Tool-call audit log for compliance
- 04 Works with Claude Desktop, ChatGPT, Cursor, and more
Built on: MCP Claude TypeScript Vercel
Why Charlotte businesses choose this
Charlotte is the second-largest banking centre in the country after New York – AI here has to meet a financial services standard for accuracy and auditability.
Why Charlotte businesses are a fit for this.
Major bank headquarters and a dense financial services and fintech sector, alongside a growing logistics and energy base. Charlotte businesses expect AI that can show its work, not just produce an answer.
We work with teams across Charlotte: Uptown Charlotte · South End · NoDa · Ballantyne · Concord · Huntersville.
How we build MCP integrations for a Charlotte team
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Charlotte business, so value lands before the build is finished. Every engagement starts with a short call and a paid discovery if the brief needs one.
Connect Claude to your stack.
The outcome for Charlotte teams
What changes for Charlotte teams after this lands: the work that used to need a person stays done, the work that needs a person gets done with their attention undivided. Existing AI tools become 10x more useful with real business context.
Existing AI tools become 10x more useful with real business context.
MCP integrations in Charlotte – common questions
How long does MCP integrations take to ship for Charlotte businesses?
We aim for a working pilot inside 4-6 weeks – narrow scope, real Charlotte businesses data, measurable outcome. From there it's another 6-8 weeks of hardening before you'd consider it production. Full rollouts (multiple sites, multiple teams) typically land in 3-4 months.
How do you price MCP integrations engagements?
Fixed-scope pilots first, then either project pricing or a small monthly retainer for the ongoing work. No long lock-ins, no 18-month black-box deals. Most Charlotte businesses are surprised how small the first cheque is.
Can you walk us through a comparable build?
Yes – on the first call we'll pick the closest engagement we've shipped to what you're describing and walk through the outcome, the headcount and the time it took. Existing AI tools become 10x more useful with real business context.
Who owns the code and the model setup?
You do, on delivery. We deploy MCP integrations into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. MCP sits in your account too – we don't operate it from ours.
Worth a conversation?
Even if you don't end up working with us, you'll leave the call knowing what's worth building.
Get in touch
Talk to us about this
Tell us what you're trying to do and we'll reply with how we'd build it — no obligation.