Product roadmap
What we're building.
49 capabilities available today · 117 total on the roadmap.
Available now
Live- Verified accounts with saved workspaces
- Upload inspection images in your browser
- Define your own label classes — names, colors, shortcuts
- Bounding box annotation with undo/redo and object list
- Classification and multi-label classification
- Negative sample management
- YOLO detection export (.txt + dataset.yaml)
- COCO JSON and Pascal VOC (XML) export
- Classification CSV and JSON export
- Export validation before download
- Dataset health checks and lightweight snapshots
- Preprocessing and augmentation config export (JSON)
Coming next
PlannedInstance segmentation canvas tools
Architecture ready — V2
AI-assisted pre-labeling (Label Assist)
Requires GPU worker
SAM / SAM2 click-to-mask
Requires GPU worker
Training via external GPU worker
API contract ready (501 now)
Managed inference / deployment API
API contract ready (501 now)
Team management & member roles
Accounts/workspaces are live; role management UI is maturing
Semantic and similarity image search
Requires embedding backend
Enterprise tier
Enterprise- Single sign-on (SAML / OIDC)
- On-premises / private cloud deployment
- Auto-scaling inference endpoints
- Advanced audit logs with retention controls
- Private dataset and model hub
- Dedicated support and SLA
Engineering-level view of all planned capabilities with status and requirements.