Data Label
MediumAI in first buildAI · Project owner, labelers
Data labeling and review flow for small teams.
Built in this build
- Queue-based labeling tasks
- Review approval
- Disagreement flagging
- Project and label schema
- Labeler assignment
- Quality sampling
- Pre-label suggestion from images
- Labeler speed/agreement summary
Vision (needs external services)
- Queue-complete notification
- CSV/JSON export
- Image upload
The build delivers the entire scope above as one coherent application. Items in the vision column require real external services (payments, messaging, integrations) and are not part of this version.
Customer features
- Queue-based labeling tasks
- Review approval
- Disagreement flagging
Admin modules
- Project and label schema
- Labeler assignment
- Quality sampling
AI capabilities
- Pre-label suggestion from images
Automations
- Queue-complete notification
Analytics & reports
- Labeler speed/agreement summary
Integrations
- CSV/JSON export
- Image upload
Mobile
- Mobile labeling
Roles & permissions
- Owner
- Labeler
- Reviewer
AI →
RFP Assist
Draft answers to tender/RFP questions from your company knowledge base.
Meeting Mint
Turns meeting notes into decisions and action items.
Auto Quote
Read an incoming request and draft a structured quote from your price list in seconds.
Match Mate
Auto-match invoice, PO and delivery note and catch price and quantity gaps.
Describe what your business needs — DevAny does the rest
Define it, build it, run it — and take it anywhere.