A major Asia‑Pacific telecommunications provider undertook a large, publicly funded infrastructure upgrade that placed the company under intense public scrutiny. A cybersecurity incident could have jeopardized both the project and the company’s reputation, making insider risk a top concern. As insider‑related incidents gained visibility industry‑wide, executives recognized the need for a dedicated insider threat program. However, existing security tools generated excessive noise that overwhelmed analysts and obscured real risk. The organization set out to build a file lineage and insider risk capability that could reduce false positives, improve clarity, and provide meaningful insight into user behavior without slowing critical project progress.

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