Trade the global indexing tax for storage-level economics. Each session is persisted as a single object with complete runtime context (requests, responses, queries, logs). Lightweight keys enable fast retrieval while the full graph remains replayable and queryable—capturing 100% detail without sampling and cutting indexing/storage costs by 60%+.

Each session persists complete runtime context with causal and temporal links. Durable, replayable, and semantically searchable. Lightweight keys enable fast retrieval without global indexes.
- Per-session object: requests, responses, queries, logs
- Precise timestamps and causal edges for deterministic replay
- Lightweight key indexing for fast retrieval
- No sampling: 100% detail at storage-level economics
SaaS ETL for session‑as‑object storage: export complete runtime context and retrieve with lightweight keys—no re‑ingestion or schema rewrites.
- Session‑as‑object export (requests, responses, queries, logs)
- Lightweight key indexing for fast retrieval
- Warehouse sinks and standard connectors
- Replayable graphs for audit and cost‑efficient analysis
Tenant‑Level Data Isolation
Each tenant owns a dedicated data domain and keys. Cross‑tenant access is strictly isolated.