How to Improve ROI of Generative AI Projects Using AIOps in Microsoft Fabric with Hennie Fouche

Presentation Summary:

Generative AI holds transformative potential for businesses, but its promise often comes with challenges related to operational complexity, scalability, and cost management. A general concern for companies is that up to 70% of AI and ML models do not make it to production for various reasons. One major reason is effective implementation strategies and the associated change management.

AI/LLM/MLOps offers a strategic approach to address these challenges, enabling organizations to maximize the ROI on their generative AI investments. In this session, we explore how Microsoft Fabric, in conjunction with Azure DevOps, empowers businesses to operationalize generative AI solutions effectively.

Microsoft Fabric serves as the foundation, offering an integrated data and AI platform to unify data pipelines, models, and analytics workflows. Azure DevOps facilitates continuous integration and deployment (CI/CD) pipelines for generative AI models, ensuring seamless updates and rapid iteration cycles.

Attendees will learn practical strategies to implement AIOps principles, such as automating model retraining and deployment, monitoring model drift, and optimizing cost-performance trade-offs using Fabric’s unified compute and storage. Use cases will highlight how businesses have improved decision-making, and streamlined operations through these integrated technologies. This session equips participants with actionable insights to turn generative AI into a scalable and profitable asset for their organization.

Speaker’s Bio:

As the Director of AI for OmniData, Hennie is a value-driven Thought Leader, Senior Manager and Product Owner with more than ten years’ leadership experience delivering real-time data analytics, predictive modelling, core decision management platforms and digital transformations for multi R-BN Tier 1 South African Retail, Commercial and Private Wealth Banks.

Hennie advises C-suite and senior business stakeholders and translate vision into world-class solutions capable of handling over three billion decisions and generating insights and quantifiable business benefits to drive revenue growth, customer satisfaction and profitability.

About the Portland Fabric User Group:

The Portland Fabric User Group (formerly Portland Power BI User Group) is a community of people excited about the business analytics and AI stack, Microsoft Fabric. We believe the platform offers rich possibilities, and we keep pace by sharing our learning and doing deep-dive explorations of topics. We run the gamut from new to experienced users and welcome anyone who shares an interest in data analytics and AI.

Some great perks to joining our monthly meetups are networking, knowledge transfer, and community building. We aim to foster a vibrant community that shares success in implementing best practices for Fabric and Power BI.

You can join the community here: https://www.meetup.com/portland-fabric-power-bi-user-group/events/

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