{Smarter Learning}: AI That Delivers Real Outcomes

Codio embeds AI into every lab, assignment, and project, giving learners instant, personalized support while enabling instructors to automate grading, track progress in real time, and improve learner performance – backed by proven research.


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Why (Codio) for AI-Enhanced Learning?
Research-Proven Results
Courses using Codio Coach AI show 2× higher completion rates and 15% median grade improvement across thousands of learners.
AI-Powered Auto-Grading & Feedback
Turn existing tests into consistent, explainable scores with rubric alignment and instructor oversight — including partial credit, rationales, and reproducible runs.
Real-Time Feedback & Coaching
Context-aware hints, rubric-aligned scoring, and skill-specific guidance are built directly into every lab and project.
Automation & Oversight
AI-driven grading, keystroke-level analytics, and dashboards that instantly surface learner progress and risks.
Extensible & Customizable
Integrate with any LLM or GPU, control API budgets, and tailor AI behavior with custom prompts, plugins, and integrations.
Seamless LMS Integration
Deliver AI-enhanced labs and assessments directly inside your existing LMS or platform — no reauthoring required.
Trusted by 500+ Organizations
Impact at Scale
In a study involving nearly 10,000 learners, courses that use Coach achieve higher completion rates and fewer support tickets, with learners demonstrating greater proficiency.
2x
Completion Rates
15%
Median Proficiency Lift
0.12% 

Error Event Rate

50%
Support Ticket Reduction
Key Capabilities
Codio Coach

Context-aware, evidence-based learning assistant that provides targeted hints and error explanations, improving performance and boosting completion.

LLM-Powered Auto-Grading
Use your test suite with rubric-aligned criteria to produce reproducible, explainable scores. Instructors retain full visibility and override control.
AI-Assisted Assessment & Content Generation
Effortlessly create, modify, and refresh interactive content with one-click human review/approval.
LLM Budget Proxy & Controls

Bring your own API keys, manage access and spend, and track costs transparently.

Model-Agnostic & Extensible
Use leading LLM APIs, GPU-accelerated instances, or local models.
Works With What You Have
Enhance existing labs without reauthoring. Integrates directly with your LMS.
Who Uses (Codio’s) AI-Enhanced Labs?
Enterprise Workforce Upskilling
Accelerate skill acquisition and retention with research-backed AI support that scales to global teams.
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Developer Engagement & Training
Create high-impact, hands-on experiences to showcase your tech stack and improve applied skills.
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Data Specialist Training
Drive mastery of applied data skills with contextual AI coaching and instant feedback.
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Bootcamps
Deliver scalable, immersive bootcamps with AI-powered grading, onboarding, and project support.
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Cybersecurity Training
Run AI-enhanced labs and simulations to improve readiness, reduce errors, and accelerate certification prep.
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Education
Enable large-scale, precise grading and AI-driven feedback while maintaining academic integrity.
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Why {Codio}?

See why organizations choose to run their tech skill development and training programs on Codio.

Since adopting Codio, we have been able to provide a flexible and powerful foundation for teaching subjects focused on machine learning, AI, and data science.
Ted Blanchard
Sr. Manager, Instructional Technology
eCornell
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The use of Codio has coincided with a steady increase in student performance and satisfaction as well as far greater data on student engagement and performance.
David Croft & Matthew England
Computing with Codio at Coventry University, ACM, 2019.
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Codio is the most effective solution I've seen for sharing a combination of textbook and complex auto-graded programming labs.
Armando Fox
Professor, UC Berkeley
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Empower Hands-On Learning with (Codio)
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FAQs
Help Center
Will AI do the work for learners?
No. Codio Coach AI is rubric-aware and scoped to hints and strategies. Learners must complete authentic execution in controlled environments.
Can we pick (and change) the LLM?
Yes. Codio is model-agnostic. Use managed access or plug in your own keys, swap models, or set routing policies at any time.
How do we control costs?
Codio’s LLM budget proxy enforces per-learner/per-course limits and global caps, with transparent reporting.
Do we need to rebuild content?
No. Codio enhances your existing labs, tests, and rubrics — no reauthoring required.
What about privacy and compliance?
You configure retention, logging, and sharing. Full audit trails support reviews and accreditation.
Help Center