AI Integration Services
Connect AI to the systems your business already runs — the umbrella for custom MCP servers, Copilot agents, and automation, integrated and governed.
AI integration is the work of connecting AI to the systems your business actually runs on — so agents and assistants do real work instead of demos. I integrate AI into Microsoft 365, Azure, ServiceNow, and your line-of-business tools, choosing the right approach for the job: a custom MCP server, a Copilot or AI agent, or an automation workflow. If you're not sure which you need, start here.
The problem
Most teams now have AI, but it sits in a chat window disconnected from their data and systems. The hard part isn't the model — it's the secure, governed integration that lets AI read from and act on your real systems. That's exactly the part generic tools skip.
What you get
- AI connected to your real data and systems, not generic answers
- The right approach chosen for the job — MCP server, Copilot/AI agent, or automation
- Secure, governed access: scoped permissions, managed identity, audit logging
- An honest call on where AI helps and where deterministic automation is better
Deliverables
- A working integration: MCP server, Copilot/AI agent, or automated workflow
- Connections to Microsoft Graph, M365, Azure, ServiceNow, or your APIs
- Security and governance: authentication, least-privilege access, logging
- Documentation and a handover walkthrough
How it works
- 1
Scope
We map what you want AI to do and which systems it must reach.
- 2
Approach
I recommend the right build — MCP server, agent, or workflow.
- 3
Integrate
I build and connect it securely, and test against real cases.
- 4
Handover
You get the working integration, the code, docs, and a walkthrough.
FAQ
What does 'AI integration' actually mean?
Connecting AI to your real systems and data so it can do useful work — read records, trigger actions, run processes — with the right security and governance, rather than just chatting.
How is this different from your other services?
This is the overall entry point. Depending on the need, AI integration takes the form of a custom MCP server, a Microsoft Copilot or AI agent, or an automation workflow — each is also offered as a focused service.
Which systems can you integrate with?
Microsoft 365 and Microsoft Graph, Azure, ServiceNow, databases, and most internal or third-party APIs — securely, with scoped permissions.
Let's connect
Tell me what you're trying to automate or build. I usually reply within one business day.
Book a call