Features
Track 50+ AI providers in one dashboard
Upload PDF, CSV, JSON billing files
Daily spend per platform and model
Per-item breakdowns (tokens, operations, characters)
Set monthly budgets per platform or global
Email alerts at 50%, 80%, 100% spend thresholds
Export unified data as CSV or JSON
Re-upload updated invoices for re-parsing
Compare platforms side-by-side
Agent workflow cost tracking via Logger nodes
Developer API for push-based event ingestion
No provider account connection required
Decentralized data labeling via public consensus
Multi-modal support: text, image, video, audio
Quality verification with validator rewards
Smart contract payments for contributors
Open community with transparent provenance
API for programmatic data collection
Custom task creation for specific needs
Real-time contributor dashboard
Blockchain audit trail per data point
Consensus-based quality control
Reward system for accurate annotators
Data diversity through open participation
Human-in-the-loop campaign (active Feb 2026)
Audio recording campaigns (e.g., Mother Tongue)
Referral program ($5 per successful referral)
