Real operational outcomes from computer vision.

Challenge

A high-volume logistics operation needed to reduce processing time and identify dock bottlenecks without adding headcount or manual observation resources.

Solution

Braingine deployed computer vision across dock doors to monitor truck turnaround times, dock utilization, and loading crew activity using existing facility cameras.

Reported Outcomes

• 9.5% daily logistics optimization impact
• 46 minutes saved per location per day

Challenge

A multi-store retail operation was experiencing persistent stockout rates that were reducing sales, with no real-time visibility into shelf conditions between manual audits.

Solution

Braingine Planograms was deployed across store cameras to monitor shelf fill levels, detect out-of-stocks, and trigger restocking alerts in real time.

Reported Outcomes

• 30% reduction in stockouts
• Reduced manual shelf audit frequency
• Improved restocking response time

Challenge

A production facility was experiencing quality escapes that were difficult to trace, with inspection relying on manual sampling rather than continuous monitoring.

Solution

Braingine deployed quality inspection monitoring on production lines to detect visual defects continuously and generate inspection records replacing manual sampling.

Reported Outcomes

• 60% improvement in quality inspection coverage
• Reduced cost of quality escapes
• Improved traceability documentation

Challenge

A food and CPG operation needed regulatory-grade process traceability without adding manual documentation steps that would slow production throughput.

Solution

Braingine captured timestamped visual evidence of production procedures, ingredient handling, and packaging steps — generating a continuous, verifiable audit trail.

Reported Outcomes

• 99% process traceability achieved
• Audit documentation time reduced
• Regulatory compliance documentation automated

Challenge

A city operations team needed to improve response times to safety incidents across a public camera network without expanding monitoring staff or compromising privacy standards.

Solution

Braingine was deployed with a governance-first configuration to detect safety-relevant activity patterns and generate prioritized alerts, using anonymized detection only.

Reported Outcomes

• Improved incident response time
• Reduced manual video review burden
• Governance-compliant operation