From Chaos to Clarity: Organizing Data With Structured Formats

This report explains an internal tooling approach to standardize and enrich security-related data by defining shared object models (e.g., User, Host, Domain), implementing them with Python dataclasses (with consideration for protobuf), and converting outputs from OSINT and post-exploitation tools into JSON for indexing and querying in Elasticsearch/Kibana to improve correlation, searching, and operational workflows.