Copilot in Microsoft Fabric: AI-driven Data Experiences

January 18, 2024

In today’s data-driven business world, businesses are showing great dependency on their data to make decisions based on insights. However, simply having data isn’t enough. Companies need intelligent, accessible analytics tools to unlock their true value. This is where Microsoft Fabric comes in, featuring a powerful and unified analytics platform with its Copilot capabilities, helping data analysts extract insights from data.

Together, Copilot and Microsoft Fabric form a unified solution that streamlines data-driven processes and charts a course toward efficiency and transformative success. With Microsoft Fabric, businesses are embracing new ways to transform data, generate meaningful insights, and propel into the future of data-driven success, leaving behind outdated practices. 

This article will touch upon the capabilities of Microsoft 365 Copilot in Fabric and how its integration with Generative AI guides decision-making for business efficiency and success. 

The era of Artificial Intelligence

Artificial intelligence is revolutionizing various industries by enhancing efficiency, decision-making, and customer satisfaction.

In retail, AI-driven tools make it easier to analyze customer data to improve campaign ROI and optimize inventory through accurate demand forecasts. This technology also aids in report generation for strategic decisions like assortment planning.

In the Consumer-Packaged Goods (CPG) sector, AI enables data-driven decisions, particularly in supply chain management, where companies like Nestle and PepsiCo use it for demand forecasting and supply chain visibility. Similarly, in telecommunications, AI optimizes network performance and automates troubleshooting processes.

In Fintech, AI facilitates data management and analysis, aiding financial planning and reducing fraudulent insurance claims. Overall, Data and AI are key drivers in steering these industries towards a more data-centric and efficient future.

The current landscape of Generative AI

In 2024, one of the most impactful areas of AI is expected to be in the realm of generative AI, creating new business opportunities and technical innovations. Generative AI is continuously flourishing as it closely mirrors human intelligence. It has gained a lot of attention in the past year due to its ability to read, write, produce messages, write code, create videos, and other outputs that are beyond impressive. All this is possible through simple textual prompts.

This advancement in machine learning algorithms and Large Language Models (LLMs) has created new opportunities for both startups and tech giants to drive innovation in their business processes in the evolving generative AI landscape of 2024. Owing to this advancement, Generative AI is projected to produce 10% of all data by 2025, reports Gartner.

Industry leaders like Google, Meta, and Microsoft are investing a great deal of their money in Generative AI. Open AI’s ChatGPT LLM has taken the world by storm overnight and is continuing to develop until it surpasses the limits of what AI can achieve. 

The breakthrough of Microsoft Fabric: A modern data platform

While the possibilities of Generative AI are endless and exciting, translating its potential into actionable insights is still daunting. That’s where Microsoft Fabric steps in as a modern data platform that combines all the data and analytics tools in a unified platform. 

Now, what is Microsoft Fabric?

Microsoft Fabric is a one-stop analytics solution designed to empower everyone, from data scientists to data engineers and analysts, to explore and master their data with ease. Whether it’s structured or unstructured data, the robust capabilities of Microsoft Data Fabric allow businesses to manage diverse datasets and extract meaningful insights. 

All thanks to Fabric’s Software as a Service (SaaS) foundation that empowers businesses to use a single product that provides a unified experience with all the necessary capabilities for data science, data engineering, data warehousing, real-time analytics, and Business Intelligence (BI).

Copilot in Microsoft Fabric: AI-powered self-service analytics

Adding to the efficiency of Microsoft Fabric is its remarkable integration with Copilot. Copilot is an AI-powered assistant within Fabric that allows users to transform raw data into valuable insights, automate repetitive tasks, and facilitate an efficient data exploration process. For example, Copilot can help users write code, and create data pipelines, ML models, and BI dashboards. This intelligence feature of Fabric ensures users, regardless of their role, make the most out of Microsoft Data Fabric with ease and effectiveness. 

Copilot for everyone

Microsoft CEO Satya Nadella said, “We’re the copilot company.” Adding to this, “We believe in a future where there will be a Copilot for everyone and everything you do.”

Microsoft initially came up with the idea of a “copilot” through GitHub Copilot, an AI assistant designed for programmers to write code. Later,  Microsoft incorporated this Gen AI assistant into its main products and services, including Microsoft 365 Copilot, GitHub Copilot X, Dynamics 365 Copilot, and now Microsoft Fabric. 

Microsoft has integrated Copilot into every layer of Fabric, empowering data analytics professionals and other practitioners to harness valuable insights from their data. Let’s explore the role of Copilot in every Fabric experience:

Copilot for data science and data engineering

With Copilot in Microsoft Fabric for data science and data engineering, users can utilize AI-powered assistants to perform their data analysis and visualization tasks. Copilot provides answers in natural language and code snippets that help you code easily and efficiently. It answers questions about Lakehouse tables, Power BI datasets, or Pandas/Spark data frames. Moreover, it also helps generate data-specific code based on your requirements. 

Microsoft Fabric Copilot for Data Science and Data Engineering helps with code generation for:

  • Spark Notebooks
  • Chart creation
  • Filtering data
  • Applying transformations
  • Machine learning models

Copilot for Power BI and data analytics

Copilot for Power BI and data analytics is an ideal next-generation analytic tool that uses generative AI to create beautifully designed reports, dashboards, and articulated analytics narratives. This AI-powered analytics tool allows organizations to access up-to-date, accurate data and generate meaningful insights from all types of data. Using Copilot in Microsoft Fabric results in boosted productivity, improved data literacy, and accelerated data processing.

According to the Forbes Advisor survey 2024, AI is perceived as an asset for improving decision-making (44%), decreasing response times (53%), and avoiding mistakes (48%). With copilot capabilities for Microsoft Fabric Power BI and Microsoft Fabric data analytics, business users can:

  • generate custom reports based on textual prompts or a summary of a page on a particular topic.
  • Create a narrative visual that provides a text summary of the data or a whole report.
  • Generate synonyms that can be added to Q&A for better Q&A capabilities.

Copilot for Data Factory

Data Factory is a primary component in Microsoft Fabric that allows users to create, orchestrate, and manage data pipelines effectively. With the integration of Copilot within the Microsoft Fabric ecosystem, Data Factory has become more powerful by allowing users to leverage the remarkable automation capabilities of Copilot to create data and manage data engineering solutions. This automation has reduced the hassle of manual coding and allows data professionals to prioritize data analysis and interpretation. Copilot increases the overall efficiency of data pipelines and ensures an effortless data flow from source to destination. 

Summing up

Copilot in Microsoft Fabric has transformed the data and analytics landscape for data professionals, i.e., data analysts, data engineers, data scientists, business analysts, etc. While Fabric itself is a unified platform for gathering, integrating data, and performing ML and advanced analytics, Copilot is a valuable addition that enhances data and analytics capabilities through AI integration.

For inquiries or any further information about optimizing your data strategies with Microsoft Fabric and Copilot, contact us at