Applied AI, Delivered Pragmatically.
Targeted AI engagements including R&D and pilot projects—designed to validate value quickly and scale responsibly.
Engagement Activities
Computer Vision Development
Classification, detection, and segmentation models engineered to your specific parameters.
Data Engineering & Labeling
Robust annotation workflows with built-in governance and continuous quality control.
Validation & Monitoring
Continuous accuracy audits and model drift logging to guarantee long-term precision.
Deployment Pipelines
Edge, hybrid, or cloud optimization designed around your specific infrastructure constraints.
System Integration
Direct business workflow bridging via automated dashboards, operational alerts, and custom REST APIs.
How We Engage
Define
Problem framing and measurable success criteria definition.
Pilot
Rapid prototyping and validation within a limited, controlled scope.
Scale
Production-ready pipelines with full monitoring and governance.
Note: Hanatech IoT engagements typically focus on model development and deployment pipelines. Where physical devices are required, deployment is completed by the customer and/or their contractors.