Proven Enterprise Deployments Across Pakistan

The Challenge: Manual guard inspection at terminal entry gates caused 45-minute truck queues, creating major congestion along the Port Qasim corridor and high vulnerability to unauthorized entry.

The Solution: PakVision deployed 16 on-site AI appliances connected to existing Dahua and Hikvision cameras across 8 ingress lanes. Proprietary Pakistani ANPR and ISO container OCR models read truck plates and container numbers in under 18ms.

The Outcome: Reduced average truck gate clearance time from 3.5 minutes to 11 seconds. Eliminated gate bottlenecks, achieved 99.8% plate recognition accuracy, and saved an estimated 1,200 man-hours monthly.

The Challenge: High-speed weaving looms produced periodic yarn breakages and oil streak defects that went unnoticed until tens of meters of export fabric were ruined. Furthermore, worker helmet non-compliance risked safety audits.

The Solution: Mounted edge computer vision micro-appliances running customized high-speed fabric defect classification models coupled with continuous worker PPE compliance monitoring.

The Outcome: Defect detection in under 25ms immediately halts the affected loom, reducing export fabric scrap by 38%. Factory floor safety compliance rose to 99.4% within 30 days.

The Challenge: Branch managers and audit teams spent hours searching across 15 years of SBP circulars, Shariah board rulings, and internal SOPs, frequently resulting in compliance penalties and delayed credit approvals.

The Solution: Deployed DocFinder entirely inside the bank's own Karachi data centre, with a hybrid option held in reserve for later expansion. No external data was sent to third-party public clouds.

The Outcome: Over 1,200 branch officers query complex banking guidelines and receive instantaneous citations. Average query time fell from 40 minutes to 3.2 seconds with 100% SBP cybersecurity compliance.