Healthcare Deployment
Medical-center workflow monitoring
AI-related work included needle counting, medication and valve detection, and compliance-support scenarios in controlled clinical workflows.
Value: stronger traceability, better process visibility, and reduced reliance on manual supervision alone.
Construction Safety
Live worker-safety monitoring
Real-time worker safety monitoring included PPE detection and lifeline-related compliance scenarios in active construction environments.
Value: stronger live awareness and faster intervention capability on site.
Pilot
Operational AI pilot in a high-accountability environment
Pilot-oriented work focused on employee-safety scenarios relevant to construction and manufacturing settings.
Value: validated how AI monitoring can support safety-critical use cases before broader rollout.
Consulting & Training
Capability-building engagements
Consulting and knowledge-transfer work designed to strengthen applied AI understanding, technical direction, and practical readiness.
Algorithm Development
Advanced AI system intelligence work
Algorithm-development work supporting system performance, technical depth, and practical AI capability.
Research Collaboration
Academic collaboration that strengthened technical depth
Advanced AI collaboration and research-oriented algorithm work that contributed to deeper problem-solving capability.