International Journal of Advanced Research in Computer and Communication Engineering

Abstract: This paper addresses the critical challenge of conducting digital investigations in an era of ubiquitous data and stringent privacy regulations. Open-Source Intelligence (OSINT) provides powerful capabilities for gathering information, with the mobile number serving as a unique digital identifier and a crucial pivot point. However, existing tools are often fragmented, lack integrated ethical guardrails, and risk violating legal frameworks like the GDPR. We propose a novel, integrated software architecture for a mobile number intelligence tool designed on the principle of "Ethical-by-Design." The framework features a modular architecture comprising data collection, processing, AI-augmented analysis using an on-premise Large Language Model (LLM) to ensure operational security, and a visualization dashboard. We present a structured investigative workflow that embeds legal compliance checks, such as documenting the lawful basis for processing, directly into the process. Through conceptual case studies in law enforcement and cybersecurity, we demonstrate the framework's efficacy in generating actionable intelligence while adhering to principles of data minimization and proportionality. This research contributes a blueprint for the next generation of OSINT tools that harmonize advanced investigative capabilities with the fundamental right to privacy.

Keywords: Data privacy, digital forensics, ethical hacking, mobile number intelligence, open-source intelligence (OSINT).

Downloads: | DOI: 10.17148/IJARCCE.2025.141116