Solutions
AI Model Services
Deployment and inference services for industry-specific scenarios
Orion Data provides model deployment, inference optimization, API productization, and ongoing operations — helping internet, embodied AI, and energy customers integrate AI models into production systems quickly.
200+
Models in Production
10M+
Daily Inference Calls
Core Capabilities
Model Deployment & Inference Optimization
Cloud, edge, and hybrid deployment with quantization and acceleration to reduce inference latency and cost.
Model API Productization
Package model capabilities into standardized APIs and SDKs for fast integration into business systems.
Multi-Model Orchestration
Multi-model routing, canary releases, and A/B testing to flexibly meet different business scenario needs.
Operations & Continuous Iteration
Model performance monitoring, feedback loops, and version management to keep production services stable long-term.
Typical Outcomes
- Model go-live time reduced from months to weeks
- Simultaneous improvements in inference cost and latency
- Supports continuous iteration of production business systems