Building the future of construction analytics: CONXAI’s AI inference on Amazon EKS
Machine Learning Blog
CONXAI has developed an advanced AI platform for the Architecture, Engineering, and Construction (AEC) industry, focusing on construction site analytics and GDPR-compliant video analysis.
- Platform offers AI analysis of construction site camera feeds with person anonymization
- Provides two service models: Model as a Service (MaaS) and Software as a Service (SaaS)
- AI model recognizes over 40 specialized construction site object classes
- Migrated to AWS for robust cloud services and scalability
- Implemented a complex architecture using Amazon EKS, KServe, and NVIDIA Triton
- Achieved over 90% GPU utilization and near-zero processing errors
The solution enables scalable, reliable machine learning inference for construction site improvements, with future plans to expand model capabilities and explore generative AI features.
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