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Technical research and insights on data, AI, cloud, analytics, and enterprise technology.

Implementing STIBO STEP: A Technical Blueprint for Product MDM
Technical Papers
Implementing STIBO STEP: A Technical Blueprint for Product MDM
A working blueprint for product MDM on STIBO STEP: how to place the golden record at the right level of the hierarchy, decide dimension dependency before a single record is migrated, onboard suppliers through PDX without drowning stewards, keep deterministic identity honest with match codes and business rules, govern the Stibo Intelligent Assistant before it writes your product copy, syndicate through dedicated OIEPs that survive peak season, and treat the 2026 agent story as an interface you publish deliberately.
Sep 12, 2026 28 min
Implementing ON EBX: A Technical Blueprint for Customer MDM
Technical Papers
Implementing ON EBX: A Technical Blueprint for Customer MDM
A working blueprint for customer MDM on EBX: how to use the model-driven core to your advantage, choose persistence mode table by table, design a party model that survives republication, place enrichment where it belongs in the pipeline, configure a decision tree a data owner can defend, measure the match against a labelled set, set a trust hierarchy that makes steward decisions stick, and publish mastered data downstream through replication and generated data services.
Aug 25, 2026 57 min
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