Data Restore Tool

This tool estimates recoverable data from APK backups on Android devices to support planning and risk assessment. It interprets inputs such as backup size, type, age, and encryption status to compute a recoverable data estimate and a probability of successful restoration. The approach is analytical, not a guarantee, and it assists teams in prioritizing resources and timelines. The tool uses domain-relevant factors like backup_type, encryption penalties, and data integrity decay over time to produce tangible outputs for project planning. It is especially valuable for IT operations, software development, and forensics teams handling mobile data restoration tasks. The core value lies in converting backup metadata into actionable recovery expectations, enabling better decision-making and audit-ready documentation. The tool supports scenario comparison (e.g., full vs incremental backups) and provides a reproducible calculation framework that can be exported for reporting. By focusing on APK-backed data on Android, it addresses a common restoration use case for mobile environments and helps teams align recovery objectives with available hardware and time budgets.
The outputs include recoverable_gb, probability_of_success, and estimated_time_min, which are suitable for capacity planning and risk assessment. Use cases include pre-restore planning, backup strategy evaluation, and compliance reporting. The tool does not perform actual data extraction; it only estimates recoverable data based on defined rules. It is designed to be deterministic, testable, and adaptable to evolving backup practices. The emphasis is on domain clarity, repeatability, and practical utility for professionals responsible for mobile data integrity.