Digital forensics in 2030 centers on real-time sleuthing, automated triage, and interoperable toolchains. Data streams from endpoints, networks, and cloud services are ingested, normalized, and prioritized with auditable workflows. Privacy, encryption, and ethics frameworks shape access and evidentiary standards, while…