Case studies

Challenge: Count visitors and analyse attendance at a large cultural complex — without data leaving the site and without relying on internet or GPUs.

• Vision models for people counting, face recognition and repeat visitors
• Deployment on two cameras and an on-site server
• A Persian web dashboard for attendance analytics
• Outcome: A system that runs fully on-premise, with no GPU and no internet.

Challenge: Live train status for passengers, station siting, and a rules reference and line control for the rail network.

• Live passenger information on web and mobile
• Station siting with GIS and spatial analysis
• Line control and rail rules & regulations system
• Outcome: Three complementary systems for passengers, planners and network control.

Challenge: Routing, navigation and fleet management for distribution companies.

• GIS-based smart routing
• Navigation mobile app for drivers
• Built with Fararavand Dadeha
• Outcome: Operated by Zar Macaron, Mohsen Rice, Adora Teb, Taj Distribution and Sanobar.

Challenge: Interactive television and dedicated content for hotel guests.

• IPTV electronics and platform software
• Dedicated guest content
• Outcome: A hotel IPTV platform also suited to hospitals.

Challenge: A trilingual marketplace for listings, businesses, news and bookings — plus automated lead generation and content.

• Website, Android and iOS apps and admin panel; CI and deployment
• AI-based B2B marketing panel — about 4,290 leads
• AI-produced teasers, reels and posts
• Outcome: Marketplace, hotel booking and travel in one ecosystem.

Challenge: Presenting and managing real-world asset projects and digital asset conversion.

• Exchange and RWA platform
• AI page and assistant
• Telegram and LinkedIn channels run by AI workflows
• Outcome: A product designed, built and operated by the team.