Daily Archives: December 17, 2025

How to Safely Increase System Volume on Windows

A practical guide to safely increasing system-wide audio volume on Windows using Equalizer APO and the LoudMax VST plugin. The article explains how to install and configure both tools to achieve up to 20 dB of additional loudness without clipping or distortion, using true-peak limiting and clean gain staging suitable for everyday listening, gaming, and media consumption.

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Golden-Source Resolution, Multi-Source Precedence, and Regulatory Point-in-Time Reporting on SCD2 Bronze

Why Deterministic Precedence Is the Line Between “Data Platform” and “Regulatory Liability”. Modern UK Financial Services organisations ingest customer, account, and product data from 5–20 different systems of record, each holding overlapping and often conflicting truth. Delivering a reliable “Customer 360” or “Account 360” requires deterministic, audit-defensible precedence rules, survivorship logic, temporal correction workflows, and regulatory point-in-time (PIT) reconstructions: all operating on an SCD2 Bronze layer. This article explains how mature banks resolve multi-source conflicts, maintain lineage, rebalance history when higher-precedence data arrives late, and produce FCA/PRA-ready temporal truth. It describes the real patterns used in Tier-1 institutions, and the architectural techniques required to make them deterministic, scalable, and regulator-defensible.

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