Viam AI & Data: Product Facts & Availability

Viam AI & Data captures fleet data, trains models in-platform, and runs edge inference without custom infrastructure.

Product information

Information below comes from the product website or public documentation. Pricing and availability may change.

Category: Robot Development
Maturityi: Available
Deploymenti: Hybrid
Buying / access: Contact the vendor for pricing
Source: Official website

Reality check

A demo shows what may be possible. These points help judge whether the product fits day-to-day use.

Works well when

Simulation, control, perception and repeatable experiments
Teams that can manage dependencies and hardware interfaces
Prototyping before committing to a physical deployment

What to check

Supported hardware, GPU requirements and version compatibility
Documentation, examples and community response
How simulation results transfer to the real robot

Not a magic solution

A guarantee that simulation equals a production cell
A replacement for safety validation on hardware
A low-maintenance toolchain without version ownership

About

Viam AI & Data is a platform from Viam, Inc. for capturing machine data, training models in-platform, and running inference at the edge. It handles data ingestion, edge buffering, and cloud sync via JSON configuration, supports TensorFlow, PyTorch, and ONNX models, and deploys model updates over the air. Use cases include computer vision for fleet operations, such as real-time sonar interpretation for fishing vessels and wait-time detection for stadium concessions.