The Sonder Ecosystem comprises three production-grade engines, each designed for maximum performance and observability in distributed AI systems.
Sonder Runtime
Sonder Inference
Sonder Observatory
Orchestrate stateful multi-agent execution with deterministic, low-latency control.
Execute high-throughput model inference with optimized C++ and Rust cores.
Visualize node-level traces and topology across your distributed execution mesh.
From Node to Mesh
Initialize Node
Define Agent Graph
Deploy Inference
Monitor Mesh
Provision a new Sonder Runtime instance and configure its local execution environment.
Specify agent behaviors and their interaction topology using declarative configuration.
Integrate and deploy your ML models for low-latency inference within the runtime.
Activate Sonder Observatory for real-time node-level trace and topology visualization.
Engineered for Scale
99.99%
Uptime Guarantee
<1ms
Routing Latency
Zero
Memory Overhead
We build systems that provide complete transparency into every token path and node topology. Complexity is managed through clarity, not hidden behind layers of indirection.