Automate the optimization of visual inspection streams. FrameWorks deploys highly localized, commercially permissive vision architectures to process high-volume asset arrays—isolating anomalies while routing verified clean frames past human cycles safely.
Inference Latency Target
Cross-Tenant Contamination
Permissive Base Core
{
"engine": "D-FINE-Object-Detection",
"status": "evaluating_stream",
"metrics": {
"iou_threshold": 0.65,
"map_50_95": 0.542,
"false_negative_ceiling": 0.00
},
"classes_evaluated": [
"surface_fissure",
"edge_burr",
"dimensional_drift",
"fpi_indication"
],
"hardware_status": "Multi-GPU Execution Map Ready"
}
Level II and Level III inspectors frequently spend up to 70% of a shifting cycle verifying pristine components simply to expose the minimal fraction containing reportable defects. This administrative loading creates predictable data backlog risks and lowers raw plant efficiency.
FrameWorks Detection restructures the inspection economy. By isolating automated vision triage upstream, clear inventory metrics bypass review lines smoothly. Flagged localized data packages are routed instantly to onsite specialists with pre-computed bounding coordinates and confidence metrics.
Three pillars built for certified, high-volume inspection environments.
Supported modalities across NDT, radiography, inline production, infrastructure imaging, and medical device verification.
A deterministic, ring-fenced three-stage pipeline: isolated ingestion, permissive transfer optimization, and human validation.
Zero shared training footprints, immutable audit records, and tenant-isolated infrastructure aligned to ASME and FDA checks.
Coordinate a direct review with an integration engineer.