Plainsight Platform

VizOps

VizOps is the practice of managing the computer vision lifecycle with built-in quality and reliability for image, video, and camera workflows.

Demo

See VizOps in action

Definition

What is VizOps?

VizOps is the practice of managing the entire computer vision lifecycle — from data collection and model training to deployment and monitoring — while addressing the unique challenges of processing video and image data and the distinctive endpoint environment of cameras.

Lifecycle

The VizOps Pipeline

CODE

Write vision logic using familiar tools. Filters encapsulate AI models, rules, and processing steps as modular units that can be composed and reused.

The Plainsight Platform

Running a model is easy. Keeping it right is not.

Plainsight turns the VizOps lifecycle into a repeatable, managed system: capture footage, curate data, train and deploy models, then serve insights back to your business.

Basic vision pipeline

the easy part

Inference
Business needs

The VizOps pipeline

the hard part

Accuracy in the real world comes from a loop that never stops — curating footage, retraining, evaluating, and republishing.

Publishing
Model Evaluation
Model Training
Data Preprocessing
Data Curation
VizOpsLoop
Context

How is VizOps different from DevOps and MLOps?

A software development approach that emphasizes collaboration between development and operations teams to automate and streamline the entire software development lifecycle.

Put the vision lifecycle on rails.

Bring us a workflow or a camera network. We'll show you what a managed VizOps pipeline looks like against your own footage.

See the platform