Built for throughput, engineered for accuracy.

Computational Pathology

High-throughput slide imaging + AI-assisted screening.

• Multi-camera slide digitization & tile stitching
• QC: focus, blur, stain/illumination normalization
• Segmentation & detection (cells, tissue, artifacts)
• Audit-friendly reporting and traceability

Typical outputs: tiles, WSI-like mosaics, ROI heatmaps, structured reports.

Microscopy & Biophotonics

Modular imaging pipelines for fluorescence and advanced microscopy.

• Smart acquisition: adaptive exposure, denoising, timing
• Segmentation workflows for beads/cells and time-series
• Hardware control hooks (galvos, stages, triggers)
• Data management for experiments at scale

Typical outputs: time-series tracks, segmentation masks, calibrated image stacks.

Industrial Inspection

Edge-ready anomaly detection for surfaces and infrastructure.

• Defect segmentation: cracks, corrosion, scratches, peeling
• Real-time deployment (Jetson/x86) with telemetry
• Location + metadata logging for inspections
• Cross-condition robustness strategies

Typical outputs: masks, defect metrics, geo-tagged logs, dashboards.

Pilot engagement

A typical pilot is structured and measurable.

1. Scope — samples, throughput, accuracy targets, constraints
2. Prototype — demo pipeline + initial performance
3. Validation — test plan, QA, acceptance metrics
4. Deploy — packaging, monitoring, documentation