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LearningCraft AI

Building the training infrastructure the AI workforce needs.

Learning Craft AI helps organizations build scalable training systems for their AI contributor teams — and teaches individuals the real skills needed to succeed in AI evaluation and data roles.

For Businesses

Scale Your Contributor Program

Build the onboarding programs, evaluation frameworks, and quality systems your contributor team needs to operate at scale.

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For Individuals

Build Real Skills for AI Roles

Learn the practical skills behind AI model training, prompt evaluation, rubric writing, red teaming, data quality, and more.

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About Us

About Learning
Craft AI

We're built from the inside of the AI data ecosystem — shaped by years of operational experience at the frontier of AI development.

01

Who We Are

We're a consulting and training company built from the inside of the AI data ecosystem. Our founder has spent years designing contributor onboarding systems, building evaluation rubrics, and training LLMs through RLHF workflows at organizations operating at the frontier of AI development.


That operational background shapes everything we build. We don't design training in the abstract — we design it around how AI data programs actually run.

02

How We Work

We operate at both the strategic and hands-on level. That means we can help you think through your entire training architecture and then actually build it — fast. For individuals, we build courses around the real tasks and evaluation workflows used in the field, not generic introductions to AI concepts.

03

Our Mission

To become the training and enablement layer for the AI workforce — helping both organizations and individuals succeed in AI model training, evaluation, and data quality programs.

Business Services Individual Courses
Business Services

Infrastructure Built
for AI Programs at Scale

Strategic and hands-on consulting for organizations running contributor programs, evaluation pipelines, and AI data workflows.

Service 01

Training Infrastructure Audit

A comprehensive review of existing contributor workflows, training materials, and evaluation processes — with a prioritized roadmap for improvement.

What's Included
  • Review of onboarding and QA materials
  • Stakeholder interviews
  • Gap analysis across contributor lifecycle
  • Prioritized recommendations roadmap
Best for: Organizations that have been running contributor programs and suspect their training isn't keeping up.
Service 02

Evaluation Framework & Rubric Audit

Review of existing rubrics, scoring guides, and QA documentation to assess effectiveness and identify critical gaps.

What's Included
  • Review of existing rubrics and QA docs
  • Assessment of inter-rater reliability and calibration
  • Identification of gaps and inconsistencies
  • Recommendations for revision or replacement
Best for: Organizations that have built evaluation frameworks organically or inherited documentation from a previous team.
Service 03

Contributor Onboarding Program Design

End-to-end onboarding program design built specifically for distributed contributor teams — structured, scalable, and operationally grounded.

What's Included
  • Learning needs analysis
  • Structured onboarding pathway with milestone checkpoints
  • Playbooks and training modules
  • Template library and reusable frameworks
Best for: Companies launching, scaling, or troubleshooting quality issues in contributor programs.
Service 04

Evaluation Rubric & QA Framework Design

Net-new rubric and calibration system design — built to drive reviewer consistency and directly support model performance.

What's Included
  • Custom rubric design aligned to task types
  • Inter-rater reliability framework
  • Reviewer training materials and quality benchmarks
  • SOPs for ongoing QA operations
Best for: Organizations running RLHF, annotation, or human evaluation programs where reviewer consistency is tied directly to model performance.
LIVE DEMO

See the platform in action

Step inside a real sample module from our contributor training curriculum. No sign-up required.

Sample Module

AI Contributor Training:
Sample Module

A hands-on preview of how Learning Craft AI trains contributors — covering evaluation fundamentals, what good work looks like, and a live knowledge check.

  • 📖 3 lessons
  • ✅ Knowledge checks with feedback
  • ⚡ XP & badge system
Launch Demo
courses.learningcraftai.com
Level 1Current Level
0 XPExperience
🔥 0Day Streak
DEMO COURSE
AI Contributor Training: Sample Module
3 lessons · Start anytime
What Is RLHF and Why It Depends on You
Evaluating Responses: What Good Looks Like
Knowledge Check

Ready to build the training infrastructure your program needs?

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Individual Courses

Skills Built for
Real AI Roles

These courses are built around the real skills required in AI training and evaluation roles — not generic overviews.

Watch: Is This For You?

Coming Soon Courses are in development. Join the waitlist to be notified at launch and get early access.
Introductory

Intro to AI Training Platforms

Get oriented in the world of AI contributor work. Understand how platforms operate, what contributors actually do, and how to set yourself up for success from day one.

You'll learn
  • How AI training platforms are structured
  • What contributor roles look like in practice
  • How tasks are assigned and evaluated
  • What platforms expect from new contributors
For: Anyone new to AI training platforms
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Introductory

Intro to Model Training

A plain-English overview of how large language models are built and trained — and where human contributors fit into the process across the most common task types.

You'll learn
  • What LLMs are and how they learn
  • How RLHF and human feedback works
  • Overview of core task types: annotation, evaluation, generation
  • How your work connects to model quality
For: Anyone who wants to understand the bigger picture before they start tasking
Join Waitlist
Introductory

Tasking Fundamentals

Bridge the gap between understanding and doing. Practice the types of tasks you'll encounter on real AI training platforms so you're ready to work from day one.

You'll learn
  • How to read and apply a rubric
  • What quality looks like across common task types
  • How to evaluate AI responses consistently
  • Practice tasks with real feedback
For: Contributors ready to go from learning to actually doing the work
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Free Preview

Try the Platform
No Sign-Up Required

Step inside a real sample module from our contributor training curriculum. Get a feel for the lessons, knowledge checks, XP system, and everything the platform offers.

For Individuals

Explore the learning experience

See exactly what contributors learn — evaluation fundamentals, what good responses look like, and a live knowledge check with instant feedback.

  • 📖 3 lessons included
  • ✅ Knowledge checks with explanations
  • ⚡ XP, badges & streak tracking
  • 🏆 Leaderboard preview
Launch Demo
For Companies

See what your team would experience

The same platform we deploy for B2B clients — with gamification, progress tracking, and team analytics built in. Try it yourself before you talk to us.

  • 🎮 Gamified engagement mechanics
  • 📊 Progress & completion tracking
  • 🔧 Admin course builder view
  • 🚀 Ready to white-label or license
View Platform Demo
courses.learningcraftai.com — Demo Mode
Level 1Current Level
0 XPExperience
🔥 0Day Streak
0Badges
DEMO COURSE
AI Contributor Training: Sample Module
3 lessons · Start anytime · Free preview
Lesson 1: What Is RLHF and Why It Depends on You
Lesson 2: Evaluating Responses — What Good Looks Like
Lesson 3: Knowledge Check
Get in Touch

Let's Build Something
Together

Whether you're ready to start a consulting engagement or want to be notified when courses launch, we'd love to hear from you.

Consulting engagements, audits & program design
Individual course waitlist & early access
Corporate training licenses
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