Long-duration durability testing presents a familiar challenge: collect everything and drown in data, or collect less and risk missing the moment an intermittent failure occurs. Either outcome can cost weeks of development time.
Arthco’s “Lights-Out” testing methodology prioritizes data intelligence over data volume—capturing what matters, when it matters. Our systems are designed around several core strategies:
Intelligent FIFO Buffering
The full data stream is recorded into a rolling buffer. If a failure occurs, the system automatically preserves the lead-up data for analysis. If the test passes, redundant data is discarded.
Hybrid Sensor Validation
Cost-effective sensors provide continuous monitoring, while lab-grade instrumentation is automatically introduced at defined intervals for deeper performance audits.
Edge Analysis
Real-time software decisions detect degradation trends early, pausing tests to protect prototypes and prevent unnecessary delays.
Smarter testing leads to faster decisions and greater confidence in product reliability. By focusing on actionable data, teams move from reacting to failures to understanding them.
If you’re spending more time sorting data than learning from it, we’re always open to comparing notes on a smarter testing strategy.