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
Dreamer self-evolution framework for coding agents
Automatic capability evolution based on team interactions
Automated schema discovery (original, discontinued)
Intelligent data mapping suggestions (original, discontinued)
Data quality validation (original, discontinued)
Automated dbt code generation (original, discontinued)
Legacy ERP integration (original, discontinued)
Custom database integration (original, discontinued)
Messy schema handling (original, discontinued)
