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Storage
Index-free Live Data Lake

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%+.

Storage Lake
Session Graph
One session, one graph

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
ETL
AI Context Intelligence

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
ETL SaaS Diagram

Tenant‑Level Data Isolation

Each tenant owns a dedicated data domain and keys. Cross‑tenant access is strictly isolated.

Dedicated API keys and encrypted channels; data stored per tenant domain
Session graphs are tenant‑bounded; cross‑tenant access and links are invisible
Tenant‑scoped roles and permissions with fine‑grained RBAC and auditing
Native OpenTelemetry compatibility; user traces and Softprobe traces remain isolated
Multi‑Tenant Isolation Diagram