• On-Premise: For air-gapped networks or full data control — deploy within your secure infrastructure.
• Cloud-Native (Roadmap): For elastic scalability and managed service — coming soon to reduce operational overhead.

• API-First Design: Seamlessly connects with ticketing systems (Jira, ServiceNow), SIEMs (Splunk, Elastic), and threat intel platforms.
• Standard Outputs: Structured reports in STIX/TAXII, JSON, and CSV — ready for automated ingestion and correlation.

Web-based dashboard for sample submission, report review, workflow automation, and system configuration — all from one intuitive interface.