Performance Characteristics

Deterministic Operation

SynapSync systems are engineered for predictable, bounded behavior, not maximum throughput at any cost. Processing latency, memory consumption, and storage growth are characterized under load and documented in deployment specifications — operators should be able to plan infrastructure capacity with confidence, not get surprised by performance swings.

Real Numbers From Production

Rather than abstract benchmarks, SynapSync describes what the system is built to do in continuous operation:

• early detection of degradation patterns on real machine signals — detecting degradation signatures several operating cycles before measurable mechanical change.
• Sub-40ms classification latency per cycle, entirely on embedded hardware with no dedicated GPU infrastructure.
• Planned instead of unplanned maintenance — interventions in windows the system names in advance.
• Substantially reduced manual operator overrides through adaptive setpoint learning.

These figures come from a single installation and make no claim to multi-site averages. Accuracy is expected to keep improving as Henri's model of the installation matures.