machine learning
49 TopicsAgentic AI in IT: Self-Healing Systems and Smart Incident Response (Microsoft Ecosystem Perspective)
Modern IT infrastructures are evolving rapidly. Organizations now run workloads across hybrid cloud environments, microservices architectures, Kubernetes clusters, and distributed applications. Managing this complexity with traditional monitoring tools is becoming increasingly difficult. https://dellenny.com/agentic-ai-in-it-self-healing-systems-and-smart-incident-response-microsoft-ecosystem-perspective/20Views0likes0CommentsUnlocking Smarter Search How to Use Azure AI Search & Azure OpenAI Service Together
In the era of large language models and AI-powered experiences, simply running a keyword search isn’t enough. Users expect conversational, context-aware responses, grounded in real data. That’s where combining Azure’s search infrastructure with generative AI becomes a game-changer. By using Azure AI Search as the retrieval layer and Azure OpenAI Service as the generation layer, you can build applications that understand natural language, fetch relevant documents, and respond with rich, accurate, and contextual answers. In this blog post, we’ll walk through how to achieve that end-to-end, highlight best practices, and give you a blueprint to apply in your own environment. https://dellenny.com/unlocking-smarter-search-how-to-use-azure-ai-search-azure-openai-service-together/52Views0likes0CommentsEnhancing Copilot Bots with Azure OpenAI Services
In an era where conversational AI is rapidly moving from novelty to necessity, enterprises are turning to powerful tools that allow them to build bots and copilots that are not just reactive, but smart, context-aware, and deeply integrated with business data. Microsoft’s Copilot ecosystem combined with Azure’s OpenAI Services offers a compelling pathway to supercharge bots with advanced capabilities. This post explores how to enhance Copilot bots using Azure OpenAI Services: what features are available, what benefits they bring, how to implement them, and challenges to watch out for. https://dellenny.com/enhancing-copilot-bots-with-azure-openai-services/44Views0likes0CommentsHow Agentic AI Works and How to Build It in Azure
Agentic AI refers to systems that go beyond simple question-answering or rule-based automation. These systems are autonomous, goal-oriented, and adaptive — meaning they can plan, act, and learn with minimal human oversight. https://dellenny.com/how-agentic-ai-works-and-how-to-build-it-in-azure/55Views0likes0CommentsHow Azure AI is Revolutionizing Supply Chain Forecasting and Inventory
In today’s fast-paced global marketplace, supply chain efficiency can make or break a business. Companies face constant challenges such as demand fluctuations, supplier disruptions, and shifting customer expectations. Traditional forecasting methods—often reliant on historical data and rigid models—are no longer enough. This is where Azure AI is stepping in, transforming supply chain forecasting and inventory management with intelligent, adaptive, and real-time solutions. https://dellenny.com/how-azure-ai-is-revolutionizing-supply-chain-forecasting-and-inventory/41Views0likes0CommentsExploring the Core Components of Microsoft Fabric A Unified Data Platform
As data continues to be the new oil, organizations are increasingly seeking robust platforms that can simplify and unify their data landscape. Enter Microsoft Fabric—a next-generation data platform introduced by Microsoft that brings together all the data and analytics tools needed in the modern enterprise, integrated into a single, SaaS-based solution. In this post, we’ll break down the key components of Microsoft Fabric, explain how they work together, and highlight why this platform is a game-changer for data professionals, developers, and decision-makers alike. https://dellenny.com/exploring-the-core-components-of-microsoft-fabric-a-unified-data-platform/170Views0likes0CommentsUnlocking Innovation with Azure AI Foundry Agent Service
In today’s AI-driven landscape, the ability to build, orchestrate, and operationalize intelligent agents at scale is becoming increasingly critical for organizations seeking to leverage AI as a core capability. Microsoft’s Azure AI Foundry Agent Service, introduced as part of the Azure AI Studio ecosystem, is a game-changing platform designed to empower developers and enterprises to build sophisticated multi-agent AI systems with minimal friction. https://dellenny.com/unlocking-innovation-with-azure-ai-foundry-agent-service/119Views0likes0CommentsExploring the Synergy Between Microsoft Fabric and Azure Machine Learning Studio
The data landscape continues to evolve at an unprecedented pace. As organizations strive to become more data-driven, the integration of platforms and tools becomes increasingly critical. Microsoft Fabric, the new all-in-one analytics platform, is reshaping how businesses approach data analytics and AI. A key part of this transformation is its growing synergy with Azure Machine Learning Studio. In this blog post, we’ll explore what Microsoft Fabric is, its role in the modern data stack, and how it integrates with Azure Machine Learning to enable powerful machine learning (ML) workflows. https://dellenny.com/exploring-the-synergy-between-microsoft-fabric-and-azure-machine-learning-studio/106Views0likes0CommentsBuilt a Real-Time Azure AI + AKS + DevOps Project – Looking for Feedback
Hi everyone, I recently completed a real-time project using Microsoft Azure services to build a cloud-native healthcare monitoring system. The key services used include: Azure AI (Cognitive Services, OpenAI) Azure Kubernetes Service (AKS) Azure DevOps and GitHub Actions Azure Monitor, Key Vault, API Management, and others The project focuses on real-time health risk prediction using simulated sensor data. It's built with containerized microservices, infrastructure as code, and end-to-end automation. GitHub link (with source code and documentation): https://github.com/kavin3021/AI-Driven-Predictive-Healthcare-Ecosystem I would really appreciate your feedback or suggestions to improve the solution. Thank you!166Views0likes2CommentsScaling Smart with Azure: Architecture That Works
Hi Tech Community! I’m Zainab, currently based in Abu Dhabi and serving as Vice President of Finance & HR at Hoddz Trends LLC a global tech solutions company headquartered in Arkansas, USA. While I lead on strategy, people, and financials, I also roll up my sleeves when it comes to tech innovation. In this discussion, I want to explore the real-world challenges of scaling systems with Microsoft Azure. From choosing the right architecture to optimizing performance and cost, I’ll be sharing insights drawn from experience and I’d love to hear yours too. Whether you're building from scratch, migrating legacy systems, or refining deployments, let’s talk about what actually works.202Views0likes1Comment