Model Context Protocol

Modern businesses are sitting on massive amounts of data—but can’t use it in real-time without dashboards, queries, or specialist help. At Fexer Media, we’re changing that.

We help companies design and implement a Model Context Protocol (MCP)—a tailored system that makes your internal data accessible, meaningful, and conversational through large language models like GPT.

With the right structure, security, and logic in place, your teams can ask your data questions directly, get reports on demand, or generate insights—without writing a single line of code or query.

What We Build for You

Our Model Context Protocol service includes everything you need to unlock LLM-powered conversations with your internal systems:

• Data Structuring & Context Mapping
  We organize your data—structured, unstructured, and scattered—into contextual layers your LLM can actually understand.

• Retrieval-Augmented Generation (RAG) Pipelines
  Build dynamic flows that feed relevant documents, records, or entries into the LLM in real time—based on the user’s intent.

• Custom Context Adapters & Embeddings
  We create embeddings and vector databases for fast semantic search and relevance-ranking across your internal content.

• Secure Prompt Orchestration
  Every user gets the right data with the right access—nothing more, nothing less. Permission layers and role-based context included.

• Conversational Interfaces
  Deploy custom tools (Slack bots, web chat, internal dashboards) that let users ask your business questions and get accurate, context-aware responses instantly.

Ask Your Data:

• “What were our top 3 product returns last quarter, and how does that compare to last year?”

• “Pull me a summary of revenue vs. marketing spend by region for Q1.”

• “What’s the average resolution time for tickets tagged ‘billing’ in the past 90 days?”

• “Who are our top 5 customers based on frequency and spend over the past 12 months?”

If your data knows it—your team can ask it.

Who This Is For

• Companies with siloed or complex internal data systems

• Non-technical teams that need access to insights, fast

• Organizations with high data governance standards (security, compliance)

• Execs and analysts tired of waiting on custom reports or SQL pulls

Why FexerMedia?

• We architect the entire pipeline – From database to prompt output, we design it all

• We respect your data – Privacy, accuracy, and access controls are never optional

• We think conversational-first – We optimize for clarity, not confusion

• Built in the U.S. – Trusted by teams who value precision and partnership

Let’s Build AI That Actually Understands Your Business

If your team is still fighting through dashboards, slow reports, or manual data pulls—it’s time for a smarter way.

Let’s turn your data into something people can talk to.
👉 Talk to Our AI Team