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Anaconda: AI Development Platform

Anaconda helps software companies and data science teams manage open-source dependencies and deploy AI models. It is designed for organizations that need to balance developer speed with security and governance.

At a glance

Best for
Software companies, Data science teams, AI engineers, Enterprise development teams, Academic research groups
Pricing
Pricing starts at $15 per user/month for the Starter plan and $50 per user/month for the Business plan. A free version is available for individual projects and students.
Key use cases
AI/ML Model Development, Secure Package Management, Collaborative Data Science, Regulated Industry AI Deployment
Integrations
Anaconda Toolbox for Microsoft Excel, NVIDIA CUDA Toolkit
Official website
www.anaconda.com/
Screenshot of Anaconda Team Edition website

Anaconda is a development platform for data scientists and AI engineers who rely on Python and open-source libraries. It provides a way to manage packages and environments, which may help reduce issues caused by dependency conflicts and environment drift when moving from prototype to production.

The platform is intended for users ranging from individual learners and academic researchers to corporate teams in regulated industries. It offers browser-based notebooks and desktop applications, allowing teams to collaborate on AI projects while maintaining visibility into the software supply chain.

Buyers should confirm their infrastructure requirements, as the platform supports cloud, on-premises, private cloud, and air-gapped deployments. Depending on the organization size, different licensing tiers are required to access security and governance features.

Key Features

Anaconda Core

Python package management with validated packages and automated security scanning.

AI Catalyst

An AI development suite designed to help deploy pre-validated, optimized open-source AI models.

Cloud Notebooks

Browser-based Jupyter notebooks that support coding and collaboration without local setup.

Security Scanning & Vulnerability Tracking

Tools to track CVE data and restrict the use of packages with known vulnerabilities.

Governance Controls

Includes audit trails, policy filters for licenses, and Single Sign-On (SSO) for access management.

Anaconda Navigator

A desktop graphical user interface for managing packages and environments without using a command line.

Use Cases

AI/ML Model Development

Supporting the creation and deployment of AI and machine learning models using the AI Catalyst suite.

Secure Package Management

Managing open-source Python packages through a vetted repository to help reduce security risks.

Collaborative Data Science

Using cloud notebooks and shared workspaces for team-based data analysis and experimentation.

Regulated Industry AI Deployment

Deploying AI features in environments that require audit trails, SOC 2 compliance, and ISO 27001 certification.

Best For

Software companiesData science teamsAI engineersEnterprise development teamsAcademic research groups

Integrations

Anaconda Toolbox for Microsoft ExcelNVIDIA CUDA Toolkit

Pricing

Pricing starts at $15 per user/month for the Starter plan and $50 per user/month for the Business plan. A free version is available for individual projects and students.

FAQ

What is the difference between the Starter and Business plans?

The Starter plan focuses on team collaboration and professional environments, while the Business plan includes automated vulnerability scanning, audit trails, and Enterprise SSO.

Does Anaconda support on-premises installation?

Yes, Anaconda provides several on-premises options, including private cloud and air-gapped implementations for organizations with specific security needs.

Who is eligible for free academic access?

Students, researchers, and educators with a verified academic email address may qualify for free access to the Starter plan.

Source category: Software Development

Source subcategory: AI Development Platform

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