# H&M Soft Technology Corporation

> H&M Soft Technology Corporation is an innovative start-up, established in August 2023, specializing in Data Analytics and Artificial Intelligence (AI) based software solutions. It has developed five innovative products: HERMAN Data Analytics Software, Departmental Navigation Software, a Smart Navigator & Traffic Manager for public-transportation taxis, a Black Particle Removal System for sugar, and a VR-based upper-limb rehabilitation system with a robotic glove.

- Website: https://hmsofttechnology.com/
- Email: info@hmsofttechnology.com
- Founded: August 2023
- Clients and work: FidaSys Inc., Bargain Construction Co. (BCC), Cyberoxi LTD
- Agreements are available on request.

## Products

- [HERMAN Data Analytics Software](https://hmsofttechnology.com/products/herman/): Collects customer data through online and offline channels; with its integrated plugin it can be installed on company websites. Four main AI functions: data cleaning and discretizing, data classification, data clustering, and frequent pattern mining, plus statistical reports for managers. Built on dynamic arrays for faster processing.
- [Departmental Navigation Software](https://hmsofttechnology.com/products/departmental-navigation/): Reinforcement-learning based navigation for complex environments with many similar, interconnected elements, such as hospitals and large facilities. Priority-based routing, virtual reality (VR) on Meta Quest devices, recognition of complex and nested routes, dynamic adaptation to environmental changes, and 2D/3D pathfinding. Built with Unity 3D and C#. Developed and delivered on a specific order from FidaSys Inc.
- [Smart Navigator & Traffic Manager for Taxis (Taxi Flow)](https://hmsofttechnology.com/products/taxi-flow/): Intelligent navigation and traffic management for public-transportation taxis at airports, train stations and high-density urban areas, based on dynamic arrays. Automatic application launch, embedded security for communication with the transportation authority application, a Queue Billboard, side-by-side views for multiple vehicle categories, and intelligent dispatching to less congested routes and stations. Developed and delivered on a specific order from FidaSys Inc.
- [Black Particle Removal System from Sugar (Sugar Purity)](https://hmsofttechnology.com/products/sugar-purity/): Computer-vision system that removes black impurities from sugar during production. A high-speed Basler industrial camera with LED lighting detects contaminated particles on a conveyor running at 2 m/s; precise suction and high-speed solenoid valves remove them without delaying or interrupting the production line. Embedded software, no standalone UI. Developed on a specific order from Cyberoxi LTD; currently in its final stage and international commercialization.
- [VR-Based Upper Limb Rehabilitation System with a Robotic Glove (Robo Rehab)](https://hmsofttechnology.com/products/robo-rehab/): For people with upper-limb motor impairments. Voice commands are converted by speech-processing algorithms into instructions for a robotic glove that assists with physiotherapy exercises and everyday tasks; the upgraded version also follows the physiotherapist's instructions. VR-based, learns new commands with AI and can operate autonomously. The initial prototype is based on a patent developed by the start-up.

## Company

- [About](https://hmsofttechnology.com/about/): History, milestones and approach of the corporation.
- [Services](https://hmsofttechnology.com/services/): Data analytics and AI software services — frequent pattern mining, client management, profitability tracking, regulatory compliance, customer service improvement, business strategy with HERMAN, web site/store design and promotion, scientific data analysis, manufacturing and production, and productivity improvement.
- [Demo](https://hmsofttechnology.com/demo/): Videos of HERMAN's four functions and a live in-browser demo.
- [Contact](https://hmsofttechnology.com/contact/): Contact form and email; replies within one business day.

## Optional

- [All products](https://hmsofttechnology.com/products/): Overview of the five products.
- [Sitemap](https://hmsofttechnology.com/sitemap-index.xml)