Executives, analysts, and operators ask in plain English and get a structured answer or an AI-generated report, grounded in your validated data, in the flow of a conversation.
The platinum layer sits above your gold layer in the medallion architecture, streamlining it into an AI-ready semantic model with consistent naming, clean structure, and accurate join logic.
Your business rules and definitions live in the lakehouse as structured documentation, so answers follow your real logic and reflect how your business defines its measures.
A bespoke Model Context Protocol (MCP) server reads your embedded context, applies your business logic, and routes every query accurately, a stable, versioned integration.
Works with leading LLMs like Claude and ChatGPT, so your team can use the tools they prefer, and your foundation supports new capabilities as they emerge.
Continuous monitoring surfaces margin compression, pipeline gaps, and operational outliers in real time, so your team acts on current information.
Starting from scratch or expanding what’s working? We guide companies through enterprise BI platform selection and implementation, then grow with you as your data needs evolve. Our team brings hands-on expertise across the tools that power modern analytics.
Two ways to work with the same trusted data.
Your everyday dashboards
The reports you check regularly: sales, finance, and operations.
Answers on demand
From scattered data sources to answers in plain English.
We consolidate ERP, CRM, and spreadsheets into one clean, validated foundation, kept current automatically.
ERP · CRM · spreadsheetsAn AI-ready semantic model with your business rules and definitions embedded as context the AI can read.
semantic model + contextYour team asks questions and gets grounded answers, charts, or a ready-to-share report in seconds.
answers · charts · reportsConversational analytics lets people ask questions of their data in plain English and get answers back as numbers, tables, or charts, instead of building a report or waiting on an analyst. MDS Platinum delivers it on top of your existing Power BI data.
They do different jobs. Power BI runs the dashboards your team checks every day; MDS Platinum answers the one-off, exploratory questions those dashboards were never built for. It's an addition to Power BI, and both work off the same validated data foundation.
Yes. MDS Platinum by Blue Margin adds a conversational AI layer on top of your Power BI data model, so you can ask questions in natural language and get grounded answers without retyping a query or building a new dashboard.
Yes. MDS Platinum connects your data to leading large language models (LLMs), including Claude and ChatGPT. Your team can use the model they prefer, and your data foundation is ready to support new LLMs as they emerge.
Accuracy depends on how well the data is prepared. The platinum layer gives the AI a clean, AI-ready model and your documented business rules, then connects it to your data through a custom MCP server. The result is answers that reflect how your business actually defines its measures.
AI only returns accurate answers when it sits on a clean, centralized, well-documented foundation. The platinum layer adds the AI-ready semantic model and embedded business context that make natural language queries reliable. If your data is siloed or your measures live in people's heads, that readiness work is what we do first.
Medallion architecture is a way of organizing data in stages, each one cleaner and more refined than the last. Raw data lands in the bronze layer, gets cleaned and structured in the silver layer, and becomes business-ready in the gold layer, which is what powers your Power BI dashboards. MDS Platinum adds a platinum layer on top, curated specifically for AI.
The platinum layer is a version of your data curated specifically for AI. It takes your business-ready gold layer and streamlines it into a clean, AI-ready model with your business rules and definitions documented alongside it. That preparation is what lets AI answer questions accurately and reflect how your company actually defines its numbers.
MCP stands for Model Context Protocol, a standard way for AI models to connect to outside data and tools. An MCP server is what sits between the AI and your data, controlling how the AI reads and queries it. MDS Platinum uses a custom MCP server built for your specific data, so the AI follows your business logic and returns accurate, reliable answers.
Tell us about your business and let’s explore how better data can drive growth.
