Tag Archives: actuarial analytics

Measuring Value in a Modern FS Data Platform: Framework for Understanding, Quantifying, and Communicating Data Value in FS

Measuring Value in a Modern FS Data Platform reframes how Financial Services organisations should evaluate data platforms. Rather than measuring pipelines, volumes, or dashboards, true value emerges from consumption, velocity, optionality, semantic alignment, and control. By landing raw data, accelerating delivery through reuse, organising around business domains, and unifying meaning in a layered Bronze–Silver–Gold–Platinum architecture, modern platforms enable faster decisions, richer analytics, regulatory confidence, and long-term adaptability. This article provides a practical, consumption-driven framework for CDOs and CIOs to quantify and communicate real data value.

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Gold & Platinum Layer Architecture After Silver

Modern Financial Services data platforms require more than Bronze, Silver, and Gold layers to manage complexity, meaning, and governance. While Silver provides current-state truth and Gold delivers consumption-driven business meaning, neither resolves enterprise-wide semantics. This article introduces the Platinum layer as the conceptual truth layer, reconciling how different domains, systems, and analytical communities understand the same data. Together, Gold and Platinum bridge operational use, analytical insight, and long-lived domain semantics, enabling clarity, velocity, and governed understanding at scale.

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