O11y One is a modern, end-to-end observability platform built to help companies of all sizes streamline their product lifecycle, optimize AI/LLM performance, and run production environments with confidence — all while paying a fraction of what legacy vendors (<Insert any "Logs" vendor here>) charge.
It unifies all OpenTelemetry, Product and AI-specific signals into a single, high-performance data plane:
- LLM & AI observability to ensure deterministic agent outputs, surface hidden costs, and detect performance bottlenecks before they impact users
- Traces for distributed system & model execution analysis
- Metrics for system health and model performance monitoring
- Logs for granular debugging and fine-tuning insights
- Generic events for business telemetry and custom workflows
- Session replays for UX and conversation analysis
- Feature flags for controlled experimentation and model rollouts
- OpenTelemetry for standardised, high-quality, & battle-tested telemetry.
- Rust for ultra-low-latency ingestion, processing, and fault tolerance
- Apache Arrow for in-memory, zero-copy analytics
- Apache Parquet for compact, query-optimized long-term storage with incremental writes
- DataFusion for powerful SQL-based cross-signal and cross-model correlations
- AI & LLM performance tracking — monitor token usage, cost per request, latency, and output quality in real time
- Deterministic output assurance — correlate input prompts, context, and output variations to stabilize agent behavior
- Multi-tenant isolation with Hive-style partitioning for secure, efficient organization
- Edge-optimized OTLP exporters for low-latency, lossless signal forwarding
- Schema-aware pipelines that adapt to evolving AI and product telemetry
- Real-time + historical analytics in one unified interface
- Type-safe instrumentation wrappers for SvelteKit, Python, Go, Rust, Cloudlfare Workers, and any backend services
- Unified correlation engine — connect traces ↔ logs ↔ metrics ↔ events ↔ replays ↔ AI outputs in one timeline
- State-of-the-art cost efficiency — thanks to our Rust + Arrow + DataFusion core, you get High value insights at a fraction of the cost
By collapsing fragmented observability stacks into a blazingly fast, cost-efficient, and AI-ready platform, O11y One transforms how teams monitor, debug, and improve both software systems and AI agents — making it easier to ship faster, run cheaper, and deliver reliably.
