3 Lessons We Learned Optimising Codebases
Lamp team
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Is Your Project Running BLIND?
In high-novelty transformation, “business-led” delivery, while admirable in principle, can conceal implementation risk in practice. The danger is not business ownership itself, but the tendency to use it as a proxy for missing SME capability. This article introduces the BLIND anti-pattern and explains how that underlying deficiency can manifest operationally in specific areas such as testing and UAT.
Read moreThe Semantic Layer Evolution: Why Powerful Data Still Fails to Deliver – Interactive model included
This article explores how semantic layers evolved to make powerful databases usable for business audiences by translating intricate technical structures into clear, business-aligned concepts. Through practical examples, it shows how semantic complexity accelerates very quickly, especially in asset management, where interconnected systems exhibit far greater intricacy than simpler domains. Using a quantitative framework to assess semantic complexity, the piece argues that effective data work requires more than SQL fluency - it requires domain specialists who grasp business context and can bridge technical and commercial concepts. Organisations that master semantic complexity gain durable advantages via faster product delivery and trusted, data-driven decisions, while those that stumble encounter regulatory exposure, inconsistent metrics, and decision paralysis.
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