OmniAI Telemetry & Token Observability
Continuous dual-band trace: TTFT (Time-to-First-Token in mint) vs. Full Generation Phase (indigo fill) at 100ms telemetry cadence.
Monthly inference expenditure reduced from $4,200 to $680/mo via vector similarity memoization.
Autonomous node workload distribution across multi-agent fabric.
Continuous deterministic evaluation against 1.2M queries with zero policy evasion.
Real-time trace socket listening on wss://telemetry.omni.foundry.internal/stream/v1
| Req ID | Timestamp | Model | Tokens (In/Out) | TTFT | Total Latency | Cost ($) | Status |
|---|---|---|---|---|---|---|---|
| #req-988421a | 14:22:04.110 | Claude 3.5 Sonnet | 1,420 / 480 | 16.8ms | 244ms | $0.00084 | Executed |
| #req-988420f | 14:22:03.882 | Llama 3 70B Flash | 820 / 310 | 3.2ms | 12ms | $0.00000 | Cached (Hit) |
| #req-988419d | 14:22:03.204 | Claude 3.5 Sonnet | 2,840 / 1,120 | 19.4ms | 412ms | $0.00216 | Guardrail Pass |
| #req-988418c | 14:22:02.940 | Llama 3 70B Flash | 540 / 120 | 14.1ms | 88ms | $0.00032 | Executed |
| #req-988417e | 14:22:02.122 | Claude 3.5 Sonnet | 1,120 / 640 | 2.8ms | 10ms | $0.00000 | Cached (Hit) |
production.telemetry.events Edge Orchestrator Matrix
Intelligent token routing across regional instances.
Automatic dynamic fallback to local quantized models (vLLM / TensorRT-LLM) if upstream provider API rates throttle or exceed latency caps.
Zero-Egress Security Vault
Enterprise PII stripping and deterministic safety checks.
Inbound and outbound payloads are sanitized within memory bounds. No customer context or proprietary data is ever stored in raw model provider logs.
Deploy this exact observability and orchestration pipeline into your enterprise infra in 48 hours.
Full self-hosted Kubernetes Helm chart, pre-configured Grafana and ClickHouse pipelines, and real-time semantic caching built for production-scale AI applications.