Showing posts from AI category
AI
9 Posts
How to Add an AI Assistant to Your Existing SaaS Application Using MCP
Adding AI to a live SaaS product is one of those situations where the obvious solution — rebuild the backend to support it — is also the most expensive and risky one. Most production SaaS platforms have years of business
How to Add MCP to a Production Application: Secure Architecture Guide (with ASP.NET Zero)
Connecting Large Language Models (LLMs) to enterprise software is no longer confined to custom chat widgets embedded in a web dashboard. Engineering teams, product managers, and enterprise users want AI assistants integr
Azure OpenAI + MCP: Building AI Applications Around Your Business Data
The gap between an LLM that can reason and an LLM that can actually answer questions about your business data has always been the hard part. Azure OpenAI handles the model side well — it's enterprise-grade, your
How to Connect SQL Server to AI Using Model Context Protocol (MCP)
The business value of connecting Microsoft SQL Server to an AI assistant is obvious — let non-t
MCP for Multi-Tenant SaaS: How to Keep Customer Data Isolated
Multi-tenant data isolation is the kind of thing that works quietly in the background until something breaks it — and the consequences when it does are serious. Adding AI to a SaaS platform creates a new surface where th
How to Build an MCP Server with .NET for Enterprise AI Applications
A lot of teams building MCP servers reach for Python first — the ecosystem around AI tooling there is mature and the examples are everywhere. But if your core business application already runs on .NET, there's a strong c
MCP vs REST API: What's the Difference and When Should You Use Each?
When MCP started getting traction in enterprise teams, the first question that came up was almost always the same: "Do we need to replace our REST APIs with this?" The short answer is no. But the longer answer i
How to Build a Secure MCP Server for Enterprise Applications
When you connect an LLM to enterprise backends, you're not just exposing data — you're adding a new execution path into your systems that didn't exist before. That path needs the same controls as any other: identity veri
What Is Model Context Protocol (MCP)? A Business & Developer Guide
If you've tried connecting an LLM to real business data, you already know the pain: one custom wrapper for OpenAI function calling, a different one for the internal SQL Server, another brittle shim when the team wanted t