Agent Infrastructure · LaserData
Tail latency doesn't
slow agents.
It breaks them.
In agentic systems, one latency spike compounds across every downstream step. Averages hide the failure. The tail is where coordination collapses.
The Problem
One spike. Infinite ripple.
Latency in a multi-agent chain isn't additive; it's multiplicative. A p99 event at step 2 cascades into a full system stall by step 4.
A single p99 spike compounds: tail latency ripples through every downstream agent
The Shift
The metric that matters has changed.
Old Metric
Throughput
Scales your system.
Fails your agents.
New Requirement
Predictability
Not just fast,
consistent.
LaserData is built from the ground up to guarantee p99 latency, so your agents can coordinate without fear of cascade failures.
Use Cases
Where predictability is
non-negotiable.
AI Infrastructure
Agent Orchestration
Multi-step LLM pipelines where planner, router, executor, and validator coordinate in real time. A single p99 spike stalls the entire workflow.
FinTech
Financial Data Pipelines
Live market signals feeding trading models and risk engines. Latency jitter is a compliance and execution failure, not an inconvenience.
Industrial AI
IoT & Sensor Fusion
Thousands of sensors flowing into edge AI models. Tail latency corrupts correlation windows and breaks real-time anomaly detection.
ML Serving
Multi-Model Inference Routing
Dynamic routing between specialized models requires sub-millisecond handoffs. Variance breaks ensemble reasoning and degrades output accuracy.
Build agents that don't break.
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