IOTEK Insights 
SAP says it in its own words: “AI is only as reliable as the data and processes it operates on.” Before your agent program, there is a master data program — Business Partner, clean core, MDG, harmonization. Here is why, and the order to do it in.
SAP now offers two legitimate paths to agentic AI: extend Joule’s standard capabilities, or commission a custom agent on the BTP pro-code stack. Choosing wrong is expensive in both directions. Here is the decision framework, grounded in SAP’s own architecture guidance.
Everyone has seen the agent demo; far fewer have taken one to production. Here is the walkthrough that matters — qualifying the use case, choosing between Joule Studio and SAP AI Core, getting grounding right, and planning the testing and hypercare that SAP’s announcements barely mention.
SAP’s mainstream maintenance for Business Suite 7 runs to end-2027; extended maintenance to end-2030 comes at a premium. Here is what the fine print actually commits to — and an honest read of where agentic AI accelerates the move, and where it does not yet.
Architecture decisions, migration paths, and cutover realities for supply chain leaders taking warehouse and transport management to S/4HANA.
Four distinct HR paths, GCC workforce compliance requirements, and the decision framework for organizations navigating the 2027 ECC deadline.
Every SAP customer has a second December 2027 deadline — the end of mainstream maintenance for SAP PI/PO. Here is what the migration involves.
How S/4HANA’s single-table architecture reshapes period-end close, group consolidation, and lease accounting compliance.
Biometric identity technology has moved from niche security to mainstream enterprise and government use. Here is the modality landscape, the compliance frameworks, and how it integrates with SAP HCM.