Financial Firm Modernizes Risk with 300 Developers
Active Modelers 200 The Challenge A major European financial institution needed to modernize from legacy 1980s statistical software to Python-based risk modeling while operating under stringent security, data residency, and regulatory compliance requirements. The Outcome The Anaconda Platform provided centralized Python development with enterprise governance, curated package repositories, automated vulnerability detection, and complete audit trails […]
Sports Betting Operator Centralizes Python Governance for ETL
Packages Across Fleet 3000 The Challenge Sports betting operator lacked centralized visibility into Python packages across server fleet, couldn’t assess security risks, enforce standards, or maintain audit trails for business-critical ETL pipelines. The Outcome Deployed Anaconda Platform to catalog environments, enable CVE scanning, configure automated policies, establish audit trails, and ensure trusted package sources—all without […]
Updates to Anaconda’s Windows Operating System Support
In accordance with Microsoft’s support timelines, Anaconda will discontinue support for new package releases on Windows 10 and for Windows 11 versions 23H2 and earlier, effective June 30, 2026. Background This decision follows Microsoft’s discontinuation of Windows 10 support on October 14, 2025, and the end of support for Windows 11 version 23H2 on November […]
Conda + Pixi Quick Start Guide: Modern Python Environment Management
Managing Python environments and dependencies can be one of the most frustrating aspects of Python development. Enter conda and Pixi—two powerful tools that, when used together, create a streamlined workflow for managing packages, environments, and project dependencies. This guide will get you up and running with both tools in minutes. What Are Conda and Pixi? […]
Hyperbound Builds Enterprise AI Sales Coach with Conda
Reduced evaluation cycle time 0 % The Challenge Manual AI evaluation took days, version mismatches created inconsistent results across engineer setups, and enterprise customers demanded rigorous security compliance including SOC 2 Type II certification. The Outcome Standardized development on Conda wrapped in Docker for consistent environments, automated compliance workflows, and centralized package management that enabled […]
How Anaconda Builds Production Python on Conda’s Architecture
One reason why Python is great for data science and AI is that it can easily be extended with faster, compiled languages like C, C++, and Rust. Much of NumPy, for example, is written in C, but still has a Python interface, making it performant while still being easy to use. AI and machine learning […]
3 Ways to Scale AI Across Your Enterprise
The technical work is done. You’ve chosen an open-source AI model, benchmarked its performance, and determined its cost. You know exactly how it’ll be used, and you’ve defined what success looks like. But how do you scale it without causing chaos? Many enterprises face this binary trap. Either they implement rigorous one-off approval processes that […]
AI Governance Guide: Building Trust into Your Platform
Enterprise AI adoption is being held back, not by lack of innovation, but by lack of trust. While organizations rush to implement AI, they’re discovering that ungoverned open-source software creates heightened security and compliance risks. The companies best positioned to succeed with AI are those that solve AI governance first—turning it from a blocker into […]
How to Choose an Open-Source AI Model: A 6-Step Guide
At this point, you understand the fundamentals. Open-source AI models deliver measurable benefits—namely lower costs, greater deployment control, and freedom from vendor lock-in. Now comes the hard part: Choosing which model to actually use. Public repositories contain over 2 million models, each with different capabilities and resource requirements. Teams often spend weeks evaluating options, only to […]
New Release: Anaconda Distribution 2025.12
We are excited to announce the 2025.12 release of the Anaconda Distribution installer, which includes: Python – the most widely used programming language for AI, data science and machine learning conda – the open-source, cross-platform package and environment manager Anaconda Navigator – our desktop application, built on conda, that enables you to launch notebooks and […]