Actionable AI Research and Practice
Products
NETWORK QUALITY AWARE GUARDIAN FOR INDUSTRIAL SITES
A deployable hardware–software bundle (on-site edge compute, a network quality monitoring and control layer, and the autonomy stack rebuilt as network-aware tenants) that turns an industrial site into a self-observing, self-verifying environment over whatever connectivity exists: private 5G, industrial WiFi, wired backbone, mesh radios, or satellite backhaul at remote assets. SMESH is bearer-agnostic by design; it measures, manages and proves network quality rather than assuming a particular technology delivers it.
AI-NATIVE EDGE FABRIC NODE FOR AGENTIC ENERGY ECOSYSTEM
An integrated and co-designed hardware–software node, deployed per dwelling or per building cluster, that turns the local network into three things simultaneously: a sensor (passive RF/WiFi sensing of occupancy and activity, no network connection to resident devices), a compute substrate (on-node neural processing for GNN inference), and a negotiation medium for autonomous AI agents. It is the productized convergence of the EdgeTag device and the agent layer, rebuilt as network infrastructure rather than as an energy appliance.
PLATFORM FOR CONSISTENT INSIGHT IN RETAILING
AI-enabled software platform that provides information about products and capacities in retail stores: Seamless Item Location Tracking, Global Pricing Flexibility, Strategic Promotions, Actionable Deep-Dive Analytics .
EDGE COMPUTING AS A SERVICE
Monitoring and Inspection, Predictive Analytics and Maintenance, Robotics and Autonomous Devices, Augmented Humans, Asset Tracking, Access Control, Anomaly Detection with
Critical Latency, Bandwidth Efficiency, Autonomy, I/O Heavy, Connectivity to On-Premise, Data Residency, Data Security, Geospatial Knowledge
Services
PARTNERSHIP FOR EU-FUNDING PROGRAMS
Strong international partnerships are essential for cross-cultural and interdisciplinary solutions to global issues. Puhu contributes to projects in the frame of EU funded programs for actionable AI for people and businesses. Our team offers a wide range of contributions for the project proposals and implementations.
- Projects for utility and humanity through social innovation with a unique approach with insight from diverse disciplines from psychological and cognitive anthropology to information systems.
- Development of specific end-to-end information systems for advanced analysis of real-life problems.
CONSULTANCY
- “Sustainable” research and development: From idea generation to implementation with continuity in innovative production.
- Advisory to executive management regarding innovation and research, including valuation of projects and assets by acting as an independent auditor.
- PUHU.NL has experienced mentors for understanding start-ups, leading them through critical stages and shaping them as scaling-up companies.
AI as a FRIEND for ELDERLY PEOPLE
GOVRIE is a mobile platform designed to address the growing problem of loneliness among elderly people by providing a conversational AI companion. Loneliness among seniors is a growing problem, exacerbated by the global aging population.
GOVRIE offers an innovative solution by providing companionship through dynamic and personalized conversational exchanges.
SMART RETAIL IoT SOLUTIONS
Soft Tags, Reusable Hard Tags, Special Antennas (Ceiling, Desktop, Door), RFID Printers, Smart Mirrors, Invisible Ink Technology, Cloud Based Store Management System for Monitoring and Inspection, Robotics and Autonomous Devices, Asset Tracking, Access Control, Anomaly Detection
Projects
WiseTutor enhances teaching and learning experiences with embedded AI. The platform enables dynamic, interactive and curated learning for students. It supports teachers to use AI under their control during the teaching.
Creating innovative, high-quality, and accurate content formats that adhere to ethical standards, while also fostering engaging and personalised interactions.
Revolutionizing the EU battery sector by developing the technologies and systems required to enable cascading reuse of batteries and battery components at their end-of-life.
The exponential growth of mobile traffic, and overall control of network traffic difficult if not impossible.
Development and use of flexible data-driven tools, methods, processes, models and platforms fusing expert knowledge with data analytics on operational data (incl. Digital Twins.)
Real-time analysis of the data gathered from various underlying technologies and provide an on-time appropriate reaction to the end user which requires a higher level of intelligence to be integrated into the sensing and communication infrastructures, with decentralized aggregation. (SARWS Project)
Research
An inclusive plan of HR Experience for individuals with Autism.
Supporting innovation and entrepreneurial skills in students by deploying an AI system designed to assess and enhance students' entrepreneurial inclinations.
Building a future of young leaders that are authentic, accountable, reliable and prepared to bring sustainable change in their communities.
LOL (Learning Operative Lab) aims to improve the skills of trainers and contribute to the improvement of Adult Education.
Training for the purpose of developing and managing emotional skills in the frame of immigration, reaching both female migrants and social workers and NGOs
Develop and strengthen self-confidence and self-concept through soft skills and Emotional Intelligence in the target group, enabling them to achieve an adequate level of empowerment and cope with situations of male harassment in public spaces.
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