# A.Razumov site ## Posts - [My experience with ECC-to-S/4HANA data migration: what AI can and cannot automate. Notes from building SafeBridge](https://arazumov.com/my-experience-with-ecc-to-s-4hana-data-migration-what-ai-can-and-cannot-automate/): Most people who work with SAP will never lead a data migration. You configure, develop or support the system, and the migration happens once, somewhere nearby, usually to another team. It is easy to think of it as a technical step at the end of a project: load, check, go live. It is not. Data […] - [AR Glasses + SAP AI Agents for Faster, Smarter Maintenance](https://arazumov.com/ar-glasses-sap-ai-agents-for-faster-smarter-maintenance/): This is a blueprint for discussion—not implementation advice for any specific company or vendor. If you run a multi-site operation, you already know the truth about maintenance at scale: the biggest enemy is not the wrench—it’s distance. When factories and distribution sites are spread across regions, the people who know the equipment best are rarely […] - [Back from TechEd: ABAP Cloud, SAP Build, and the New SAP-ABAP-1 Model](https://arazumov.com/back-from-teched-abap-cloud-sap-build-and-the-new-sap-abap-1-model/): I’ve just finished following the SAP TechEd Berlin sessions virtually, and if I had to sum up the ABAP story in one sentence, it would be: “ABAP is not dead at all. It’s getting cloud-native, low-code-friendly, and now it’s getting an AI brain.” This post is not formal advice or a project recommendation for any […] - [ABAP in the Age of Joule](https://arazumov.com/abap-in-the-age-of-joule/): How Joule for Developers and the ABAP AI SDK Change the Way We Build SAP Apps In Part 1, we looked at Joule as the new front door to SAP – the place where work starts with a question instead of a tile. In Part 2, we stepped behind that front door and explored SAP’s […] - [Inside SAP’s Agent Factory](https://arazumov.com/inside-saps-agent-factory/): What Actually Happens Behind Joule’s Front Door In Part 1, we talked about Joule as the new front door to SAP – the place where work starts with a question, not a tile. This post goes one step deeper: “Behind that front door, what is actually running the show?What are ‘agents’ and ‘skills’ in real […] - [Joule as the New Front Door to SAP](https://arazumov.com/joule-as-the-new-front-door-to-sap/): (A coffee conversation from TechEd Berlin Virtual 2025) If we were colleagues and you met me at the coffee machine after TechEd Berlin 2025, you probably wouldn’t ask: “Can you list the new Joule capabilities by area?” You’d ask something simpler: “So… this Joule thing. Is it real, and does it actually change how we […] - [What is SAP Joule? A Personal Exploration](https://arazumov.com/what-is-sap-joule-a-personal-exploration/): As part of my hands-on research into SAP’s AI landscape, I recently explored one of SAP’s most talked-about innovations: SAP Joule. You may have seen it show up in a few places, like Sales Cloud, Fiori apps, or even ABAP Developer Tools. That’s where my confusion began — and why I decided to write this […] - [How ABAP and AI SDKs Can Turn Your SAP Data into Actionable Insights](https://arazumov.com/how-abap-and-ai-sdks-can-turn-your-sap-data-into-actionable-insights/): Introduction: Why SAP Leaders Need to Act on AI Now For SAP decision-makers, consultants, or hiring managers building AI-savvy teams, one message is clear: the time to invest in AI is now. Amazon CEO Andy Jassy recently emphasized in his annual letter to shareholders: “Companies should aggressively invest in AI now to reap full financial […] - [Exploring SAP Foundation Model and SAP Knowledge Graph from SAP TechEd, Oct. 2024](https://arazumov.com/exploring-saps-prediction-model-and-knowledge-graph-from-teched-oct-2024/): One of the standout topics at this year’s SAP TechEd event was the integration of SAP’s innovative AI tools, specifically the SAP Foundation Model and SAP Knowledge Graph [^]. These advancements represent SAP’s focused effort to harness structured business data in ways that traditional AI models can’t. Built specifically for enterprise needs, SAP’s Foundation Model […] - [Navigating SAP’s Future: Key Insights from SAP TechEd Virtual event, Oct. 2024](https://arazumov.com/navigating-saps-future-key-insights-from-sap-teched-virtual/): As SAP professional consultants, staying up-to-date with emerging technologies and strategic directions is essential for both career growth and providing high-value services to clients. The SAP TechEd Virtual event, Oct. 2024 [SAP TechEd Virtual] and TechEd on Tour sessions offered a unique opportunity to explore SAP’s evolving landscape, from AI-powered tools to hybrid ERP strategies. […] - ["Five Gates" in SafeBridge: Connecting ECC, SAP BTP and S/4HANA](https://arazumov.com/five-gates-in-safebridge-connecting-ecc-sap-btp-and-s-4hana/): A working migration-assurance model from source extraction to target reconciliation While building SafeBridge, I did not begin by looking for five attractive project phases. I was trying to solve a more practical problem: how can three very different parts of an SAP migration work as one controlled system? ECC knows the real source data. SAP […] - [Embracing AI-Powered Extensibility: My Journey as a SAP Data Analyst](https://arazumov.com/embracing-ai-powered-extensibility/): Hi there! I’m a SAP professional Data Analyst with a passion for integrating AI-powered extensibility directly into SAP business processes using ABAP code and SAP PAL. I focus to extend SAP’s capabilities with embedded AI models that align perfectly with SAP’s architecture and business processes. I see SAP Developer Extensibility as the ideal way to […] ## Pages - [Posts](https://arazumov.com/posts/) - [Portfolio](https://arazumov.com/portfolio/): Portfolio. - [Blog](https://arazumov.com/blog/): My Blogs. Technology Joule as the New Front Door to SAP December 3, 2025 Technology What is SAP Joule? A Personal Exploration April 17, 2025 Technology How ABAP and AI SDKs Can Turn Your SAP Data into Actionable Insights April 16, 2025 Technology Exploring SAP Foundation Model and SAP Knowledge Graph from SAP TechEd, Oct. […] - [Contact](https://arazumov.com/contact/): Contact me. LET’S CONNECT Name Email Subject How can I help you? Send Message - [Home](https://arazumov.com/): ANDREW RAZUMOV I am SAP Data Analyst SAP ABAP Expert SAP AI Enthusiast Title Enter description Title Principal SAP BTP / AI Architect | ABAP RAP | SAP AI Integration | Enterprise Solution Design Title - [Resume](https://arazumov.com/resume/): My Resume. EXPERIENCE 2024 2022 SAP SENIOR APPLICATION CONSULTANT CAPGEMINI SE, DALLAS, TX Team Lead, SAP Technical Expert, Lead Developer in SAP Analytics Cloud, SAP S/4HANA, Data Insights & Analytics 2022 2021 SAP SENIOR CONSULTANT SIMPLEFI, LLC, DALLS, TX Team Lead in projects integration SAP Analytics Cloud (SAC) with BW/4HANA. Designed and implemented SAC models […] - [About](https://arazumov.com/about/): About Me. Principal SAP BTP / AI Architect | ABAP RAP, CAP | SAP AI Integration, Migration | Enterprise Solution Design Transforming SAP Business Processes with AI-Enhanced Solutions Yes, I named my AI platform T-800. On purpose. The Terminator is what every CFO secretly pictures when someone says “autonomous agents in our SAP system” — […] ## Optional - [Agent (MCP protocol)](websites-agents.hostinger.com/arazumov.com/mcp) [comment]: # (Generated by Hostinger Tools Plugin)