HrOug 2026
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Connect with our experts at industry events.
Explore insights from our experts.
Blog by Jari Laine about Oracle Application Express (APEX) and Related Stuff Search
Heli’s thoughts on Machine Learning, AI, AI Agents, Database Designing, Oracle SQL Developer Data Modeler, User Groups and much more
Blog by Francisco Munoz Alvarez about Maximum Availability Architecture (MAA), Data Guard and other topics – Remember: Knowledge is only valuable if shared!
Authored by Monty Latiolais, this blog sits at the intersection of enterprise technology, Oracle architecture, and executive leadership with the goal of delivering strategic insights, technical best practices, and practical perspectives designed to help IT leaders and developers navigate modern enterprise transformations.

VIENNA, AUSTRIA — Bruno represented Miracle Consulting Group at the AOUG Anwenderkonferenz 2026, held under the theme “Digitale Souveränität gestalten” (Shaping Digital Sovereignty). During the conference, Bruno presented the company’s…

We are thrilled to announce a major milestone for The Miracle Group. We are welcoming Francisco Munoz Alvarez as our new Global CTO & Chief Evangelist. Francisco brings extensive expertise,…

The 19th Oracle Architect Day, hosted at the historic Suomenlinnan Upseerikerho, drew a full crowd to explore the latest in Oracle Cloud, modern development, and AI. The event combined technical…

We are proud to announce that our team features once again six Oracle ACEs, including two Oracle ACE Directors—with Heli holding the distinction of being the only Oracle ACE Director…

Our CEO Heli Helskyaho, has been recognized on Tivi’s 2026 list of women leaders in technology. Heli: “I am honored and incredibly humbled to be recognized on Tivi’s 2026 list…

We are happy to welcome Alvin Ekelund to the team as a Software Consultant Intern. Alvin holds a Bachelor’s degree in Industrial Engineering & Management from Aalto University and recently…

Use Oracle APEX, Vector Embedding Models in Database, Oracle AI Vector Search and Oracle Generative AI to ask questions from your own PDF documents

By Heli Helskyaho Published: SPRING 2024, NL.OUG Visei Just like the Oracle multi-model database with different data models the tools for machine learning integrate to each other and to all…

By Heli Helskyaho, Laura Ruotsalainen, Tomi Männistö Published: 9 February 2024, Inventions Designing a database is a crucial step in providing businesses with high-quality data for decision making. The quality of…

By Heli Helskyaho Published WINTER 2023, NL.OUG Visei Machine Learning is often seen as a complicated process with model training, feature engineering, model evaluations, deployments, and so much more. The…

By Heli Helskyaho Published: 2023 34th Conference of Open Innovations Association (FRUCT) Database designing is an important process for enabling good quality data. Without designing the database correctly, the database…

By Heli Helskyaho Published July 2023, Edition #30 e-Magazine for Oracle Users published by the EOUC Everybody is talking about ChatGPT and other similar tools. What are they and how…


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