AyoobAI Hadron
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Observability.

Dashboards and log search that stay fast at millions of events.
The buyer's problem

An SRE has five dashboards open during an incident. Each one pulls millions of trace rows. Today's browser stutters or drops to 20 fps when a panel re-aggregates.

What Hadron replaces

The JavaScript aggregation layer beneath the dashboard. Same filter, group and sort - running on the GPU when that's faster, on a worker when it isn't, transparently.

What the buyer gets

Datadog- or Grafana-grade dashboards in a browser tab without per-refinement server round-trips. The UI stays at 60 fps while the dataset grows.

Patents demonstrated: P3 P4 P5 Reference customers: observability and monitoring platforms
How to tell Hadron is working

Hadron is not claiming the GPU is fastest. It picks the right backend for each operation - sometimes GPU, sometimes Worker, sometimes CPU, sometimes a categorical refusal. The result is the same; the cost is different. Watch the Dispatch evidence panel beside each app: every interaction prints which path was chosen, the score that drove the choice, and a one-line reason.

GPUHardware-accelerated - chosen when batch size, shape and precision all favour it.
WORKERBackground thread - chosen when GPU transfer cost would dominate.
CPUInline - chosen for small workloads where dispatch overhead would dominate.
REFUSEDGPU categorically refused (patent-protected) - e.g. regex / fuzzy / branch-divergent search.
UI heartbeat: 0 frames painted Longest frame gap (last 5s): 0 ms main thread responsive
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Hadron is a product of AyoobAI.