$TAG We are pleased to announce a $4.89 Million USD deal with ReadiiTel to deliver data labeling and model development across a suite of operations-focused CV and log-labeling use cases. Payments for these orders will be settled in USD1, the stablecoin issued by #WorldLibertyFi, enabling fast, low-cost, and on-chain auditable settlement.

Scope of work:

- Field deployments & QA (on-prem / data centers): Rack and patch-panel occupancy, port/label OCR checks, LED-state recognition for device health, cabinet housekeeping, and install verification.

- Cloud ops data: Human-in-the-loop labeling of incident/ticket taxonomies, config drift classes, and misconfiguration root-cause categories to train triage and anomaly-detection models.

- Network performance & internet services: Labeling of telemetry/log windows (e.g., SNMP/syslog/NetFlow) by outage type, QoS degradation, and probable cause to accelerate mean-time-to-detect.

- Cable quality & routing: Instance segmentation of cords, bend-radius violations, strain/tie issues, and color-code compliance.

- Fiber connector end-face inspection: Microscopy image grading for contamination, scratches, pits—mapped to IEC “Pass/Fail/Monitor” outcomes.

- Wi-Fi AP presence & orientation: Ceiling/indoor equipment detection for AP count, bracket type, and orientation checks—supporting design validation.

Privacy-first by #DeCorp design:

All computer-vision tasks are non-privacy-sensitive and restricted to equipment and environments (no faces, screens, or number plates). Tagger enforces automatic redaction if needed, metadata minimization, and auditable workflows end-to-end.