Deployment Engine for Physical AI
DeepReach is a fullstack robot deployment platform, covering procurement, integration, operation, data, and model optimization for real-world tasks.
Trusted by leading companies and labs
End-to-End Deployment Infrastructure
Everything you need to deploy robots at scale
Robot Procurement & Leasing
We help customers source, configure, and finance robots suitable for their tasks.
- Robot selection and configuration
- Vendor coordination
- Leasing and financing options
Deployment & System Integration
We integrate robots into customer's systems and workflows.
- Integration with WMS / MES / ERP
- Safety and SOP alignment
- Site-specific configuration
Teleoperation Operations
Our teleoperators let robots work seamless on any task and resolve accidents remotely.
- Remote robot operation
- Near-realtime failure recovery
- Operator management & compliance
Robot Maintenance
Our service team spread aross the US to provide fast worry-free robot maintenance.
- Extended factory warranty
- Nation-wide maintenance support
- Subscription-based robot service packages
Data Collection & Annotation
Capture high-quality deployment data for model improvement and analysis.
- Task-centric episode capture
- Multi-view video and sensor data
- Success / failure / intervention tagging
Model Fine-Tuning & Evaluation
We use real data to continuously improve models and automate robot execution.
- Fine-tuning using real-world data
- On-site evaluation metrics
- Performance monitoring over time
Deployment Flywheel: from Operation to Automation

On-site Deployment
Robot setup & system integration
Start Task Execution
Partial automation with teleops
Task Automation with Data
Model becomes smarter with real data and robot becomes more automated
Support more Tasks
Load from our model library to support more tasks
From Real Deployment to Real Success
Amazon Warehouse, Ontario
DeepReach deploy humanoid to handle packing & labeling onsite. Clients gain real ROI with labor shortage resolved.
- Robot deployment with monthly payroll
- WMS integration with continuous monitoring
- Robot-as-a-Service
Unicorn Robot Company, Bay Area
DeepReach provide real-task UMI data and high-quality annotation service to help client iterate their VLA models.
- Customized data annotation
- Robotic data management system
- 10K+ hours/month data capacity
AI Research Lab, Los Angeles
DeepReach provide flexible robot leasing with to comprehensive care package to lower client's research cost
- Robot leasing and financing
- Worry-free maintenance package
- Global robot operation team
Ready to Break Through the Deploy Wall?
Join leading robotics companies using DeepReach to deploy robots that actually work in the real world.