See what every service — and every engineer — costs.

The problem

Observability bills grow with volume nobody chose to keep, and AI features add a cost line nobody can attribute.

How ClarityNxt helps

Ingestion metering attributes uncompressed volume per service and AI token spend per user. Quotas warn early and degrade gracefully at the cap, and older data archives to open Parquet on object storage.

What you get

• Per-service volume attribution in real time
• Per-user AI token and cost accounting
• Quota warnings at 80% and 95%, graceful degradation at 100%