Roadmap

We keep this roadmap high‑level so we can adapt without over‑promising. Timing may shift as we learn from the beta.

Now (Q4 2025)

• Improve accuracy of vendor detection and file classification
• Tune rules and performance so results are faster and clearer
• Add search across vendors, apps, and your previous uploads
• Expand support for a wider range of executable and common file types

Next (Q1 2026)

• Team-ready dashboards and API keys (RBAC, audit trail)
• Continue expanding deep file analysis across more file types
• Endpoint uploader (Go agent) for Windows, Linux, and macOS (invite-only at first)
• Start integrations with security and visibility tools so analysis can drive blocking, isolation, and policy decisions
• Signed, trusted download links for endpoint uploader releases

Later (2026)

• Broader integrations with security, inventory, and management platforms (EDR, MDM, SIEM, CMDB, etc.)
• Coverage for browser extensions and other software channels
• Horizontal scale-out for high-volume analysis workers
• Admin experience for tuning rules, enrichment sources, and scoring weights

Missing something or want to influence priorities?
Send us feedback on the Contact & Feedback page.