AI Beyond the Hype; Practical Solutions for Real Businesses
Proposed session for SQLBits 2026TL; DR
AI can feel overhyped and inaccessible. This session cuts through the noise, showing how practical AI solutions can be built using Azure AI, Copilot Studio, and AutoML. Ideal for data and tech professionals wanting real, usable AI.
Session Details
AI is often associated with ChatGPT, self-driving cars, or highly complex research projects, which can make it feel distant or irrelevant to everyday business problems. This session breaks down those misconceptions and shows how AI is already accessible, practical, and valuable across almost every sector.
Through a series of clear, approachable demonstrations, attendees will see how different types of AI solutions can be applied to real business scenarios. We will showcase natural language processing, chatbots, and predictive models, using Azure AI Services, Copilot Studio, and Azure AutoML to demonstrate how these capabilities can be built and deployed without needing deep data science expertise.
Alongside the demos, the session explores real-world use cases across multiple industries, including Manufacturing, Retail, Leisure, Education, and Security, highlighting how similar AI techniques can solve very different problems. The focus is on understanding what each type of AI is good at, when it makes sense to use it, and how to choose the right tool for the job.
This session is aimed at data and technology professionals who want to move beyond hype and gain a clearer, more grounded understanding of how AI can deliver tangible value in real organisations.
By attending this session, you will learn how to distinguish between different types of AI solutions and their practical uses, understand how Azure AI Services, Copilot Studio, and Azure AutoML fit into the Microsoft AI ecosystem, see working demonstrations of NLP, chatbots, and predictive models, recognise where AI can add value across different industries, and gain confidence discussing and evaluating AI opportunities within your own organisation.
Through a series of clear, approachable demonstrations, attendees will see how different types of AI solutions can be applied to real business scenarios. We will showcase natural language processing, chatbots, and predictive models, using Azure AI Services, Copilot Studio, and Azure AutoML to demonstrate how these capabilities can be built and deployed without needing deep data science expertise.
Alongside the demos, the session explores real-world use cases across multiple industries, including Manufacturing, Retail, Leisure, Education, and Security, highlighting how similar AI techniques can solve very different problems. The focus is on understanding what each type of AI is good at, when it makes sense to use it, and how to choose the right tool for the job.
This session is aimed at data and technology professionals who want to move beyond hype and gain a clearer, more grounded understanding of how AI can deliver tangible value in real organisations.
By attending this session, you will learn how to distinguish between different types of AI solutions and their practical uses, understand how Azure AI Services, Copilot Studio, and Azure AutoML fit into the Microsoft AI ecosystem, see working demonstrations of NLP, chatbots, and predictive models, recognise where AI can add value across different industries, and gain confidence discussing and evaluating AI opportunities within your own organisation.
3 things you'll get out of this session
you will learn how to distinguish between different types of AI solutions and their practical uses,
understand how Azure AI Services, Copilot Studio, and Azure AutoML fit into the Microsoft AI ecosystem
gain confidence discussing and evaluating AI opportunities within your own organisation.
Speakers
Lewis Prince's other proposed sessions for 2026
Automating Multilingual Document Translation with Microsoft Fabric and Azure AI - 2026
Demystifying AutoML; Building Machine Learning Models with Azure - 2026
Responsible AI in Practice for the Microsoft Data Platform - 2026
Unlocking Insight from Text Using Azure AI Language Studio - 2026
Using Microsoft Copilot Studio to Build Chatbots That Answer Questions and Take Action - 2026
Lewis Prince's previous sessions
Fast and Efficent Text Analysis using Azure's Language Cognitive Service
We will go on a whirlwind tour of Azure Cognitive Services Language Studio, to show the wealth of tools available there, and then talking in particular about Key Word Extraction, Sentiment Analysis and Opinion Mining. We will apply these concepts through Language Studio APIs via Python on Customer Reviews data to then feed into a Power BI report to show how we can really squeeze so much more useful data out of chunks of text!
Copilot Studio: Guiding Your Chatbot Takeoff with AI Aviation!
I will talk you through how I created the Copilot chatbot for the SQLBits website.
The SQLBits Website ChatBot with Copilot Studio: How I built the chatbot for this events website)
I will talk you through how I created the Copilot chatbot for the SQLBits website.
Model Creation in Azure AutoML and Ingestion Through Excel
We will go through a brief introduction to what Machine Learning is and some of its applications. we will then explore why AutoML should be used by all; as a great starting point for anyone new to Machine Learning, as well as a time saving tool for those more experienced. Finally, we will expose a model as an endpoint and understand how we can use it. Specifically in this case how to use it in excel via VBA.
Technologies I will demonstrate are:
- Azure Machine Learning Studio
- VS code (with Azure Machine Learning Studio extension)
- Python
- VBA