You can tap into the true potential of AI business applications only when it reasons with your enterprise data and works for your specific needs. To build such enterprise AI solutions, you need a powerful combination of two things â a sophisticated data platform and a robust AI platform. The data platform should unify, process, and model your structured and unstructured data sitting on different clouds, databases, engines, and domains. The AI platform should help you build innovative AI solutions that work on your data using advanced AI models.
Microsoft has answers to both these asks:
Microsoft Fabric â a one-stop-shop data platform that caters to your end-to-end data analytics needs. Fabric stitches together Microsoftâs best-of-breed data and analytics tools, including Azure Data Factory, Synapse Data Engineering, Synapse Data Warehousing, Synapse Real-time Analytics, Power BI, Data Activator, and Purview. By unifying the data and analytics tools, Fabric frees up data professionals from the herculean task of integrating all the individual tools while not worrying about the licensing costs.
With Shortcuts on Fabric, you can virtualize your enterprise data living across different clouds, line-of-business applications, or domains into OneLake without moving or duplicating the data. The virtual data products will cater to your specific data needs. Fabric also simplifies working on vast amounts of data on Microsoft 365 with native integration of Microsoft Graph Data Connect.
Azure AI Studio â Microsoftâs AI platform for driving innovation with scalable generative AI applications and custom copilots using cutting-edge models and APIs. AI Studio is a unified platform for building, evaluating, and deploying AI solutions grounded in responsible practices. The platform comes with out-of-the-box tools that will harness open-source and frontier models to build customized AI solutions.
To help you create effective AI solutions for your business, Microsoft has integrated Azure AI into Fabric.
Unlocking endless possibilities with AI business applications built on Fabric + Azure AI:
Using the AI services in Fabric, professional and citizen developers in your organization can create responsible AI applications grounded on your data estates in OneLake. Developers, even without hands-on data science or AI skills, can leverage prebuilt and customizable models and APIs to build AI solutions with faster time-to-market.
What comes out of the box with Fabric for AI innovation, you ask?
Through Azure OpenAI Services, Text Analytics, and Translator, Fabric allows you to create custom machine learning models and AI solutions with generative AI and natural language processing capabilities.
Azure OpenAI Services: You can create generative AI experiences harnessing foundational models from OpenAI, including GPT-3.5-Turbo, GPT-4 family, text-davinci-003, and code-cushman-002. Using these large language models, you can build generative AI applications that can generate longer outputs with better quality based on your enterprise data.
Azure Text Analytics: With Azure Text Analytics, you can create seamless NLP applications to create engaging customer experiences. Solutions built on Text Analytics can create conversational interfaces for customers with capabilities such as language detection, sentiment analysis, data annotation, and summarization.
Azure AI Translator: You can develop AI applications that understand natural language and translate text into more than 100 languages.
These services will enrich your enterprise data and allow you to tap into its full potential with prebuilt AI/ML models.
Microsoft Fabric + Azure AI integration â how it helps you
Data is the lifeblood of AI. For your AI solutions to deliver the best experiences to your users, the solutions should be grounded in your enterprise data estates. Harnessing the capabilities of Microsoft Fabric and Azure AI integration will help you create next-generation applications that can listen, read, speak, understand, reason, and respond with more contextual, personalized responses. You can establish an AI-driven culture on the foundations of your enterprise data, transforming your business into future-ready.
Strengthen decision-making
By integrating generative AI capabilities into Fabric, you can uncover hidden patterns, anomalies, and trends in your structured and unstructured data by using natural language queries. The deeper insights extracted from all your data estates help you strengthen your decision-making.
Enhance customer experiences
You can create a conversational interface for customer service where you can leverage generative AI capabilities to answer queries. Grounded on OneLake, the conversational interface reasons over your enterprise data and helps your customers with more contextual and accurate responses.
Analyze customer sentiment
With AI apps built using Text Analytics, you can understand customer sentiment. The solutions can detect language in your customer interactions, identify key phrases used in the conversations, and analyze the sentiment. These insights will help you improve customer experience and foster brand loyalty.
Real-time insights into your business
With generative AI capabilities infused into Fabric, you can uncover hidden patterns and deeper insights into your structured and unstructured data using natural language queries. These insights will offer a strategic advantage for your business by strengthening your decision-making.
Customize ML models
Azure AI Studio enables you to customize foundation models grounded on your data estates to build tailored AI applications for specific needs. For example, you can create machine learning models to get predictive analytics into your supply chain and maintenance or can create a model for fraud detection. These tailored AI models will help you transform your business operations.
Want to build custom AI business applications on Fabric?
At Saxon, we empower businesses with tailored, highly scalable AI solutions that drive businesses into the future. As a trusted Microsoft partner with two decades of rich technological expertise, we help businesses harness the advancements in enterprise technologies, including AI, Cloud, low-code/no-code development, and data and analytics. Our team of certified data professionals empowers your business with a sustainable data culture coupled with top-notch AI solutions. Preparing your business for the next big transformation coming in your industry.
To discover our AI and Data offerings and discuss how we can help you meet your specific business needs
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