Use cases the platform supports

Industries where this platform fits and the technologies behind each workflow. Our current build focus is cargo damage documentation. The other verticals listed are within scope of the same platform and we will take them on selectively as capacity allows.

Currently building for: cargo damage documentation
Current focus

Cargo & Loading-Dock Damage Documentation

Time-stamped, bounding-boxed photos of cargo and container damage at pickup, transit, and delivery. Built for 3PLs, freight brokers, and drayage operators who need defensible chain-of-custody records.

Object Detection Instance Segmentation Synthetic Data

Manufacturing Defect Detection

Catch scratches, cracks, dents, and missing components as products move down the line.

Object Detection Anomaly Detection Synthetic Data

Vehicle Damage Assessment

Identify and localize body damage for insurance, fleet, or rental inspections, with optional depth for severity.

Object Detection Instance Segmentation Depth Estimation

Site Safety & PPE Compliance

Detect hard hats, vests, harnesses, and unsafe behavior across CCTV, drone, or handheld footage.

Object Detection Image Classification

Defense & Aerospace Inspection

Inspect aircraft, vehicles, and depot assets for damage, corrosion, or fatigue, with synthetic data covering rare environmental conditions.

Object Detection Anomaly Detection Synthetic Data

Pharmaceutical & Pill Inspection

Catch tablet defects, mis-prints, and contamination on high-throughput production lines, with synthetic data filling rare-defect gaps.

Anomaly Detection Object Detection Synthetic Data

Inventory & Asset Counting

Count items on shelves, in bins, or across yards from a single photo, then export structured counts to your stack.

Object Detection Instance Segmentation

Construction Progress Monitoring

Track equipment, materials, and structural completion from periodic site photos or drone surveys.

Semantic Segmentation Object Detection Depth Estimation

Crop & Field Inspection

Spot pests, disease, weeds, or growth stages from drone or handheld imagery across large acreage.

Object Detection Image Classification Anomaly Detection

Roof & Property Inspection

Catalog roof damage, plumbing issues, or property condition from inspection photos, with depth for area estimates.

Object Detection Instance Segmentation Image Restoration
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