AI Implementation Services for Governed Microsoft Fabric Data

Move from AI planning to production with the Fresche Analytics MCP Connector, a governed way to connect Microsoft Fabric data to AI assistants and deliver trusted answers in plain language.

AI Implementation Services for IBM i & Microsoft Teams

AI implementation services help organizations move from strategy to deployment by identifying the right use cases, connecting trusted data, establishing governance, and enabling secure adoption across the business. For teams working across IBM i and Microsoft environments, this creates a stronger path to trusted answers with Microsoft Fabric.

Faster Answers

Help business users get answers without waiting on manual reports.

Trusted Data

Ground AI responses in the business data your team already relies on.

Governed Access

Support AI use with the controls and security your organization expects.

What AI Implementation Looks Like in Practice

Successful AI implementation is not just about selecting a model. It requires trusted data, secure access, and a reliable way for users to get answers they can act on. For organizations using Microsoft Fabric, that means creating a governed AI experience that supports real business questions without adding more manual work for IT or analysts.

Trusted Data Foundation

Start with governed Microsoft Fabric data, not disconnected files or one-off exports.

Secure Access

Make sure users only see the data they are authorized to access.

Consistent Answers

Give teams responses they can trust, repeat, and use with confidence.

Business Adoption

Help non-technical users get the answers they need without creating more analyst backlog.

What is the Fresche Analytics MCP Connector?

The Fresche Analytics MCP Connector is a governed AI enablement solution for Microsoft Fabric. It connects trusted enterprise data to AI assistants such as Claude, Microsoft Copilot, and Azure OpenAI so business users can ask questions in plain language and get consistent, auditable answers without relying on analysts to build one-off reports.

It helps organizations extend the value of Microsoft Fabric, support governed self-service access to insight, and move AI adoption forward with greater control inside their own Azure environment.

Connect trusted Fabric datas

Link governed Microsoft Fabric data to approved AI assistants.

Expand self-service access

Give business users a direct way to ask questions and get answers faster.

Reduce analyst backlog

Cut down repetitive reporting requests and free analysts for higher-value work.

Deliver auditable answers

Support answers that are more consistent, traceable, and easier to trust.

Preserve existing security

Carry Entra and role-based access controls into the experience.

Deploy with greater control

Support AI adoption inside the customer’s Azure tenant.

See the MCP Connector in Action

Watch how teams move from plain-language questions to trusted answers and reusable dashboards using governed Microsoft Fabric data.

MCP Servers Explained: Your Guide to Governed AI and Self-Service Analytics

Understand how MCP servers support governed AI access, how they compare to other AI tools, what secure deployment looks like, and what your team needs before getting started.

Build a Stronger Foundation for AI Adoption

If your team is talking about AI but still figuring out where it fits, Fresche’s AI in Action Workshop is a strong place to start. This hands-on workshop helps organizations identify real use cases, align business and technical stakeholders, and define where AI can deliver measurable value first.

Identify Real Use Cases

Surface AI opportunities tied to actual business goals.

Align the Right Teams

Bring business and technical stakeholders together around shared priorities.

Focus on High-Value Starting Points

Find manageable opportunities that can show value early.

Create a Clear Next Step

Leave with more direction on where AI fits and how to move forward.

FAQ: AI Implementation Services and the MCP Connector

What are AI implementation services?

AI implementation services help organizations move from planning to deployment by identifying valuable use cases, connecting trusted data, and establishing governance and security for broader adoption.

The MCP Connector is a governed solution for Microsoft Fabric that connects trusted business data to AI assistants such as Claude, Microsoft Copilot, and Azure OpenAI so users can ask questions in plain language and get trusted answers.

It gives organizations a controlled way to connect trusted data to AI experiences that business users can actually use, helping teams move from planning to production.

No. The Fresche Analytics MCP Connector builds on Microsoft Fabric and complements existing analytics investments by making governed data easier to access through natural-language interactions.

Talk to an AI Implementation Expert

Let’s talk about how the MCP Connector can help your team move from AI planning to governed production use cases with Microsoft Fabric data.

Request a Demo

See our solutions in action.

Book a Discovery Call

Talk with our team about where you are and what comes next.