AI Lab Environments | Seamless Integration for Real-World Skills

Seamless AI Integration

Enable teams to code directly against leading AI models and APIs—supporting real-world project development and AI application readiness.

Controlled AI Resource Management

Manage LLM usage and monitor consumption across training cohorts with Codio’s built-in budgeting and access controls. Deploy AI responsibly at scale.

GPU-Accelerated Learning

Support intensive workloads like model training and fine-tuning with scalable GPU-backed lab environments that mirror enterprise use cases.

Practical AI Courses

Offer hands-on training in generative AI, prompt engineering, and AI safety with real tools like ChatGPT, Claude, and DALL·E. Codio courses are fully customizable or deployable off-the-shelf.

Develop job-ready talent with real-world AI tools

Just some of the [benefits]

Real-World Experience

Participants gain practical skills by working directly with production-grade tools and infrastructure.

Scalable Solutions

Easily manage environments, monitor usage, and expand training programs without spiraling costs.

Enhanced Engagement

Interactive, project-based learning increases participation and real-world job readiness.

One of the things we absolutely love about Codio is how it allows us to seamlessly integrate different types of media into our lessons, making the learning experience engaging and interactive.

Ruth Agbaji
CEO & Founder of Code Wiz

Since adopting Codio, we’ve been able to provide a flexible & powerful basis for teaching subjects involving programming exercises, including coding classes and machine-learning/AI/data science-focused courseware.

Ted Blanchard
Sr. Manager, Instructional Technologies, eCornell

Codio is the most effective solution I've seen for sharing a combination of textbook and complex auto-graded programming labs.

Armando Fox
Professor of Computer Science at UC Berkeley

FAQs

Help Center

How does Codio support AI model usage in coursework?

Codio lets learners write code that integrates with tools like ChatGPT, Claude, and DALL·E—so they can experiment with prompts, model outputs, and real-world AI applications directly inside their lab environment.

Can I control student access and spending on AI resources?

Yes. Codio includes LLM budgeting tools that let you set usage limits and monitor costs, ensuring responsible and scalable AI deployment across courses.

What do I need to run AI workloads in Codio?

Nothing extra. Codio provides GPU-accelerated, pre-configured containers to support training and deploying machine learning models, so students can start building immediately.

How does Codio help instructors teach AI responsibly?

Codio helps educators guide students through safe, ethical AI usage. From prompt engineering to budgeted API calls, Codio makes sure learners explore AI while developing critical thinking and technical skills.

Does Codio support assessments for AI-related skills?

Absolutely. You can auto-grade prompt engineering tasks, code that calls AI APIs, and data analysis projects. Combine manual grading, code playback, and AI Coach feedback to assess both technical and critical thinking skills.

Help Center