# Tapway > Tapway builds the vision AI, agentic operating systems and smart-city platforms that turn cameras, data and workflows into decisive action. A subsidiary of ITMAX System Berhad (Bursa Malaysia), headquartered in Kuala Lumpur, Malaysia. Tapway has deployed AI vision across 18,000+ cameras, 500+ live sites and 70+ enterprise brands across Southeast Asia, in retail, manufacturing, logistics, construction, agriculture, F&B, shopping malls and smart cities. ## Products - [SamurAI](https://gotapway.com/samurai/): End-to-end vision AI platform for automated inspection, safety compliance and real-time action on existing cameras. - [City OS](https://gotapway.com/city-os/): The operating system for smart cities — cameras, sensors and city workflows on a single platform. Built with Johor Bahru. - [Shogun OS](https://gotapway.com/shogun-os/): Agent-as-a-service. Deploy AI agents on your own hardware that connect to the systems your teams already use. ## Industries - [Industries overview](https://gotapway.com/industries/): Vision AI across eight sectors. - [Retail](https://gotapway.com/industries/retail/): Out-of-stock detection, footfall and queue analytics. - [Manufacturing](https://gotapway.com/industries/manufacturing/): Defect detection at line speed, PPE compliance, uptime monitoring. - [Warehouse & logistics](https://gotapway.com/industries/warehouse-logistics/): Dock turnaround, forklift safety, automated pallet counting. - [Shopping malls](https://gotapway.com/industries/shopping-malls/): Footfall, tenant performance and parking intelligence. - [Construction](https://gotapway.com/industries/construction/): Exclusion-zone intrusion, harness and PPE compliance, progress tracking. - [Agriculture](https://gotapway.com/industries/agriculture/): Fruit counting, ripeness grading, estate monitoring. - [F&B](https://gotapway.com/industries/f-and-b/): Service speed per zone, hygiene breaches, table turnover. - [Smart cities](https://gotapway.com/industries/smart-cities/): ANPR enforcement, junction flow and city operations. ## Company - [About Tapway](https://gotapway.com/about/): Company background, leadership and milestones. - [Careers](https://gotapway.com/careers/): Open roles. - [Press & media](https://gotapway.com/press/): Releases, coverage, fast facts and brand assets. - [Contact](https://gotapway.com/contact/): Sales, partnership, careers and press contacts. - [Book a demo](https://gotapway.com/book-a-demo/): Request a walkthrough. ## Content - [Insights](https://gotapway.com/insights/): Technical explainers, deployment guides and case studies from live sites. - [Press releases](https://gotapway.com/press/): Announcements including ITMAX System Berhad's acquisition of a 70% equity interest in Tapway. ## Insights Every published Tapway insight, newest first (18 posts). Index: https://gotapway.com/insights/ - [AI Vision in Southeast Asia: $25.7B Market by 2030](https://gotapway.com/insights/ai-vision-southeast-asia-2026/): Southeast Asia's AI vision market is projected to reach $25.7 billion by 2030 — what that growth means for the region's industries. - [How AI Video Analytics Are Transforming Physical Retail](https://gotapway.com/insights/ai-video-analytics-transforming-physical-retail-9/): Physical retail is undergoing its biggest transformation since the barcode. In 2026, AI video analytics has moved from experimental pilots to boardroom… - [How Does Fruit Grading Automation Work with Computer Vision?](https://gotapway.com/insights/fruit-grading-automation-computer-vision/): AI-powered fruit grading systems combine multispectral cameras, deep learning models, and edge computing to transform standard sorting lines into… - [How to Measure AI Vision ROI: A 2026 Benchmark Guide](https://gotapway.com/insights/ai-vision-roi-benchmarks-guide/): A practical guide to AI vision ROI in 2026: total cost of ownership vs. benefits, the pilot-to-production gap, and per-industry benchmark math. - [How Does AI Computer Vision Improve Workplace Safety?](https://gotapway.com/insights/ai-workplace-safety/): Learn how AI computer vision improves workplace safety through real-time PPE detection, hazard monitoring, and automated compliance — reducing injuries by… - [Computer Vision Manufacturing: The Complete 2026 Guide](https://gotapway.com/insights/computer-vision-manufacturing-2026-guide/): Computer vision manufacturing is reshaping factories in 2026. From AI defect detection to predictive maintenance and worker safety — complete guide with… - [The ROI of AI Vision: 2026 Industry Benchmarks & Statistics](https://gotapway.com/insights/ai-vision-roi-2026-benchmarks/): The ROI of AI vision is backed by real market data. Benchmark the key metrics driving enterprise investment in 2026: market growth, defect detection… - [How Can Retailers Use Footfall Analytics to Increase Sales?](https://gotapway.com/insights/how-can-retailers-use-footfall-analytics-to-increase-sales/): Footfall analytics uses AI to track visitor behavior, optimize staffing, and boost retail sales. Learn how retailers lift conversions by 15-25%. - [The Measurable ROI of AI Vision for Manufacturing Quality Inspection in 2026](https://gotapway.com/insights/the-measurable-roi-of-ai-vision-for-manufacturing-quality-inspection-in-2026/): AI vision manufacturing quality inspection delivers 30-50% defect detection improvement. Median payback under 14 months per Gartner and Deloitte data. - [What Is Automatic Number Plate Recognition (ANPR) and How Does It Work?](https://gotapway.com/insights/what-is-automatic-number-plate-recognition-anpr-and-how-does-it-work/): Automatic Number Plate Recognition uses AI cameras to read license plates at 200+ km/h with 98%+ accuracy. Learn how ANPR transforms tolling and parking. - [Automated Container Identification: Bringing Excellence to the Transport and Warehouse Industry](https://gotapway.com/insights/automated-container-identification/): Why container identification matters in Malaysian logistics, and how it is moving from manual processes to automated AI-based OCR. - [Optimizing Residential Car Parks: Safe and Efficient Parking Access Control](https://gotapway.com/insights/optimizing-residential-car-parks/): Malaysian residential car parks face weak security, peak-hour traffic and rising costs. This whitepaper compares RFID, access cards and AI-based ANPR. - [Revolutionizing Residential Access Control: Ambang Botanic's AI-Powered License Plate Detection System](https://gotapway.com/insights/revolutionizing-residential-access-control/): Ambang Botanic replaced access cards with Tapway VehicleTrack — cardless, touchless AI license-plate access control with two-factor authentication. - [The Industry Leading Vehicle Recognition System](https://gotapway.com/insights/the-industry-leading-vehicle-recognition-system/): From access control to toll collection: a technical deep-dive into deep-learning vehicle detection, classification and ANPR. - [Automating Durian Grading](https://gotapway.com/insights/automating-durian-grading/): Tapway VisionTrack automates durian grading — six cameras, AI segment detection and automatic class sorting — for faster, fresher produce. - [Google Analytics for Physical Store](https://gotapway.com/insights/google-analytics-for-physical-store/): Tapway PeopleTrack is Google Analytics for the physical store — footfall, dwell time, zone engagement and queue metrics. - [PeopleTrack: Understanding Customer Journey](https://gotapway.com/insights/peopletrack-understanding-customer-journey/): Tapway PeopleTrack gives buildings, malls and retailers the people-counting, demographics and behaviour data for data-driven decisions. - [Automate Toll Payment & Reduce Losses with AI Vision](https://gotapway.com/insights/toll-expressway-operator/): Malaysia's largest expressway operator, PLUS Malaysia Berhad, uses Tapway VehicleTrack to automate multi-class lane payment and detect toll fraud. ## Optional - [Sitemap](https://gotapway.com/sitemap-index.xml): Complete machine-readable URL index. - [Privacy notice](https://gotapway.com/privacy-notice/) · [Terms of use](https://gotapway.com/terms-of-use/)