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 tailored to specific use cases.
Data Engineering & Labeling
Robust labeling workflows with built-in governance and quality control measures.
Validation & Monitoring
Continuous tracking of model performance and drift to ensure long-term accuracy.
Deployment Pipelines
Edge or cloud deployment strategies optimized for your infrastructure constraints.
System Integration
Direct integration with business workflows via dashboards, alerts, and custom 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.