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About

Agent Substrate is an open-source runtime for operating isolated, stateful agent and code-execution sandboxes on Kubernetes. It coordinates actor and worker lifecycles, places active workloads on a shared pool of ready capacity, and can suspend idle environments while preserving memory and filesystem state for later resumption. Sandboxes use gVisor or Cloud Hypervisor microVM isolation, with per-actor identity and network controls. Agent Substrate is designed for platform and infrastructure teams building agent-hosting services, coding environments, and other workloads that execute untrusted or intermittent tasks. The core project is Kubernetes-portable; Google Cloud also provides GKE-optimized deployment tooling. Optional Filestore agent volumes can persist workspaces across suspend and resume cycles.

About

Domino is an enterprise AI platform designed to help organizations build, deploy, and scale AI systems that deliver real business outcomes. It provides end-to-end support for the AI lifecycle, from data science experimentation to production deployment and governance. The platform enables teams to access data, tools, and compute resources through a self-service environment with built-in IT controls. Domino supports the development of machine learning models, generative AI applications, and AI agents using preferred tools and frameworks. It also includes governance features such as model tracking, audit trails, and policy enforcement to ensure compliance and transparency. With hybrid and multi-cloud capabilities, organizations can run AI workloads across on-premises and cloud environments. Overall, Domino helps enterprises operationalize AI at scale while maintaining control, security, and efficiency.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Supported
Cloud Not Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Platform and infrastructure teams building services that run isolated agent or code-execution workloads on Kubernetes.

Audience

Large enterprises, data science teams, and IT leaders looking to build, deploy, and կառավար AI systems at scale with strong governance, security, and infrastructure control

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Not Supported

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

$0
Agent Substrate on GKE is offered at no extra charge. GKE pricing applies to the resources you create.
Free Version Supported
Free Trial Not Supported

Pricing

Per user/per year
Free Version Not Supported
Free Trial Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 4.0 / 5
support 5.0 / 5

Pros & Cons from Real Users

Pros

  • Domino Data Science has the following pros: - Great Customer service. - Flexibility with notebooks and the ability to define your environment as per your needs. - Collaboration is very much easy with this software. - Launches Quickly and easily scalable of Kubernetes infrastructure.

Cons

  • The only cons that I found with this software were that the datasets are not accessible outside the platform. Other than that, this works fine for me.

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Supported
Live Online Not Supported
In Person Supported

Company Information

Google
Founded: 1998
United States
github.com/agent-substrate/substrate

Company Information

Domino Data Lab
Founded: 2013
United States
www.dominodatalab.com

Alternatives

Alternatives

Sprites

Sprites

Fly.io

Categories

Categories

Agentic AI Supported
AI Cost Management Supported
AI Data Analytics Supported
AI Development Supported
AI Governance Supported
AI Infrastructure Supported
Data Management Supported
Data Science Supported
Deep Learning Supported
Machine Learning Supported

Data Science Features

Access Control Supported
Advanced Modeling Supported
Audit Logs Supported
Data Discovery Supported
Data Ingestion Supported
Data Preparation Supported
Data Visualization Supported
Model Deployment Supported
Reports Supported

Deep Learning Features

Convolutional Neural Networks Supported
Document Classification Supported
Image Segmentation Supported
ML Algorithm Library Supported
Model Training Supported
Neural Network Modeling Supported
Self-Learning Supported
Visualization Supported

Machine Learning Features

Deep Learning Supported
ML Algorithm Library Supported
Model Training Supported
Natural Language Processing (NLP) Not Supported
Predictive Modeling Supported
Statistical / Mathematical Tools Supported
Templates Not Supported
Visualization Not Supported

Integrations

Amazon SageMaker Not Supported
Anaconda Not Supported
Apache Zeppelin Not Supported
Bitbucket Not Supported
Dask Not Supported
Flask Not Supported
GitHub Not Supported
Google Cloud Filestore Supported
H2O.ai Not Supported
Jira Not Supported
JupyterLab Not Supported
MATLAB Not Supported
Model Context Protocol (MCP) Supported
NVIDIA EGX Platform Not Supported
NVIDIA HPC SDK Not Supported
NVIDIA NGC Not Supported
NVIDIA RAPIDS Not Supported
Okera Not Supported
PyTorch Not Supported
python-sql Not Supported

Integrations

Amazon SageMaker Supported
Anaconda Supported
Apache Zeppelin Supported
Bitbucket Supported
Dask Supported
Flask Supported
GitHub Supported
Google Cloud Filestore Not Supported
H2O.ai Supported
Jira Supported
JupyterLab Supported
MATLAB Supported
Model Context Protocol (MCP) Not Supported
NVIDIA EGX Platform Supported
NVIDIA HPC SDK Supported
NVIDIA NGC Supported
NVIDIA RAPIDS Supported
Okera Supported
PyTorch Supported
python-sql Supported
Claim Agent Substrate and update features and information
Claim Agent Substrate and update features and information
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Claim Domino Enterprise AI Platform and update features and information