Autonomy for
every Decision
MurK fuses agentic AI with real-time synthetic telemetry to orchestrate self-optimizing decisions across your value chain.
Agentic Orchestration
A self-coordinating mesh of agents for end-to-end operational visibility
Deploy autonomous decision agents across your data pipelines, service mesh, and edge fleet — all coordinated through a single composable control plane.
Signal Intelligence
Turn every event into a compounding source of alpha
MurK’s edge-native inference layer turns raw telemetry into decisions in real time. Move faster, eliminate operational waste, and compound throughput across every workload.
Composable by Design
Scale your stack with zero-ops, plug-and-play primitives
Spin up new agents and integrations across your mesh with zero configuration. Every node auto-discovers, self-registers, and orchestrates itself.
MurK collapsed our entire decision stack into a single autonomous loop. Their agentic mesh ingests every signal across our value chain and surfaces compounding operational alpha at a latency we genuinely didn't think was physically possible.
Unified observability and control for autonomous operations
Full-spectrum visibility across every node in your mesh — pipelines, services, and edge agents — with real-time decisioning even at the farthest edge.
Decision Telemetry
Turn raw signal into compounding outcomes with real-time decisioning
Decision Throughput
32,227 decisions/s
+430 decisions/s (4.1%) vs. last quarter
| Cluster | Throughput | Forecast | Compute | Δ Alpha | Efficiency | Signal |
|---|---|---|---|---|---|---|
North — Ingest | 21,349/s | 19,000/s | 14,033 vCPU | +11.2% | +7.8% | +4.9% |
West — Stream | 25,943/s | 23,600/s | 11,033 vCPU | +3.1% | +5.6% | +2.9% |
South — Batch | 9,443/s | 14,600/s | 2,033 vCPU | -5.1% | -6.3% | -9.9% |
Ready to operationalize?
Spin up your first agent today, or talk to our solutions architects about wiring MurK into your stack.