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11.8. klo 15.51
We are pleased to announce a $5 Million USD multi-workstream deal with @stables_money to supply data-labeling order deliveries across high-impact computer-vision domains. All order payments will be settled in USD1, the digital dollar issued by @WorldLibertyFi, aligning the data workflow and cash flow on-chain.
Scope highlights:
- Field-truth OCR: character-level ground truth for key fields and layout segmentation.
- Liveness / Presentation-Attack Detection (PAD): labeled attack taxonomies and outcomes.
- QR robustness: detection/segmentation with decode success under tilt/blur/low-light.
- Blur / brightness / glare classification: image-quality labels for capture coaching.
- Framing & corner checks: keypoints for perspective/skew and crop validation.
- Receipt layout parsing: sectioning, line-item boxes, totals and header/footer regions.
- POS part segmentation: tap-zone, slot, keypad, and screen components for downstream models.
…and more phased datasets to follow based on product impact.
Why USD1 settlement:
- Instant, low-cost cross-border payouts for milestone deliveries
- Programmatic, auditable rails that match Tagger’s #DeCorp operating model
- Clean treasury ops for multi-party collaborations and phased scopes
- DeFi operations during order delivery
This marks a step in expanding USD1’s B2B settlement utility right where stablecoins thrive: a settlement-native app.

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