Course · AI for Productivity
AI for HR & People Operations
Streamline HR with AI — recruitment screening, onboarding automation, performance reviews, and employee engagement.
- 1 free lesson every day
- Verifiable certificate on completion
- From AI-Aware up to Workforce Strategist
- Personalized to you
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Free to start — your first lesson is 5 minutes.
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Looking for AI for HR & People Operations for your business?
Explained in 15 languages
Learn AI for HR in the language you think in
The interface, Kai’s guidance, and every explanation adapt to your language. Build precise HR and AI vocabulary without translating each concept in your head.
English
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ქართულიWhy other approaches stall
AI advice rarely fits the realities of HR
Generic courses stay generic
You learn AI terms but never apply them to an open role, an onboarding workflow, or a performance review.
Tools change before habits form
You collect demos and templates without learning how to evaluate outputs, check evidence, or choose the right workflow.
Sensitive decisions raise the stakes
Recruitment, performance, and attrition data involve bias, privacy, and compliance risks that basic prompting tutorials ignore.
Theory does not survive your workload
Long classes are easy to abandon when hiring requests, employee questions, and reporting deadlines take over.
Your path to mastery
Start at your real level. Keep going to the top.
A short placement skips what you already know. From there, five-minute lessons build from practical AI literacy to governed, evidence-based workforce planning.
Where are you today?
Today
AI terminology, vendor claims, and HR use cases still feel difficult to separate.
In 1 month
With a daily five-minute habit, you can become data-ready: organizing HRIS and ATS data and interpreting core people metrics.
At mastery
You can produce governed workforce forecasts that combine internal turnover data with external labor-market signals.
Find your starting point in about two minutes
Skip familiar material and begin with the HR and AI skills you need next.
How Kampster works
From current skill to verified capability
You do not restart from lesson one or follow a fixed course ending. Your path keeps adapting until you reach the top of the proficiency scale.
Place your level
Practice with Kai
Verify your skills
Inside each lesson
Practice the work, not just the terminology
Each activity turns AI concepts into decisions, prompts, checks, and workflows you can use across HR and People Operations.
Hands-on prompt exercises
Draft and refine prompts for job descriptions, onboarding plans, review narratives, and workforce analysis.
Scenario practice with Kai
Roleplay a hiring-manager intake, challenge an AI screening recommendation, or explain governance requirements to a stakeholder.
Worked HR examples
Follow realistic examples using ATS records, HRIS fields, turnover metrics, engagement signals, and labor-market data.
Interactive quizzes
Identify weak evidence, biased wording, data-quality issues, and inappropriate uses of AI in people decisions.
Spaced-repetition review
Revisit key metrics, risk controls, and governance concepts just before they are likely to fade.
Custom lessons on demand
Turn a specific hiring, onboarding, performance, or workforce-planning situation into a focused lesson in about 30 seconds.
Built around your work
The course adapts to what you know, forget, and need
Kampster changes the path as your skills develop. Familiar concepts move aside while weak areas return in new forms.
The Kampster engine
Your demonstrated gaps
The placement and later checks identify whether you need more work on AI literacy, analytics, workflows, governance, or strategy.
Your memory pattern
Spaced repetition brings back metrics, terminology, and controls before they slip, rather than repeating everything equally.
Your questions for Kai
Ask for another explanation, challenge an output, or rehearse a difficult stakeholder conversation without holding up a class.
Your HR context
Use examples based on your roles, systems, policies, employee groups, and current People Operations priorities.
7 modules · 68 lessons
A curriculum that appears when you are ready for it
Move from AI literacy and people analytics into recruitment, onboarding, L&D, performance, engagement, governance, and strategic workforce planning. The full curriculum is available, but your path serves the next useful lesson instead of treating all 68 as a homework list.
AI Literacy for HR
Identify and correctly use core AI terminology to evaluate vendor claims and explain AI capabilities to a hiring manager.
People Analytics Foundations
Structure HRIS and ATS data into a clean analytics dataset and interpret three core HR metrics using evidence-based methods.
AI-Enabled Recruitment
Run an end-to-end AI-assisted recruitment workflow from job description drafting to interview scheduling for a real open role.
AI Literacy for HR
Identify and correctly use core AI terminology to evaluate vendor claims and explain AI capabilities to a hiring manager.
People Analytics Foundations
Structure HRIS and ATS data into a clean analytics dataset and interpret three core HR metrics using evidence-based methods.
AI-Enabled Recruitment
Run an end-to-end AI-assisted recruitment workflow from job description drafting to interview scheduling for a real open role.
Onboarding & L&D Automation
Automate a new-hire onboarding workflow and generate a personalized learning path using AI tools.
Performance & Engagement AI
Use AI to draft a bias-checked performance review narrative and generate an attrition-risk report for a team.
Governance & Ethics
Produce a defensible EU AI Act compliance checklist for at least one high-risk HR tool your organization uses.
Onboarding & L&D Automation
Automate a new-hire onboarding workflow and generate a personalized learning path using AI tools.
Performance & Engagement AI
Use AI to draft a bias-checked performance review narrative and generate an attrition-risk report for a team.
Governance & Ethics
Produce a defensible EU AI Act compliance checklist for at least one high-risk HR tool your organization uses.
Strategic Workforce Planning
Deliver an AI-generated workforce forecast that combines internal turnover data with external labor market signals to guide a hiring decision.
Strategic Workforce Planning
Deliver an AI-generated workforce forecast that combines internal turnover data with external labor market signals to guide a hiring decision.
Your situation, turned into a lesson
Create practice for the HR task in front of you
In about 30 seconds, create a focused lesson from prompts such as: “Check this job description for bias.” “Build an onboarding workflow for a remote hire.” “Improve this performance review narrative.” “Assess this screening tool under the EU AI Act.” “Forecast hiring needs from turnover data.”.
Whatever’s coming up — the lesson exists before your coffee’s ready.
Questions, answered
What to expect from the course
Do I need AI or data experience?
No. The placement starts by checking your current level. If you are new, you begin with AI literacy and people analytics foundations. If you already demonstrate those skills, they are skipped.
How much time should I set aside?
A daily lesson takes about five minutes. One month of that habit can realistically move you about one level up the proficiency scale, depending on your starting point and assessment results.
Will this teach one specific HR platform?
No. You learn transferable methods for HRIS and ATS data, AI-assisted workflows, prompt design, output checking, governance, and workforce planning. You can create custom lessons for tools and situations you use.
How does Kai help?
Kai explains concepts, answers follow-up questions with patience, corrects your work kindly, and roleplays scenarios such as hiring-manager intake meetings or governance reviews.
Does the course have a fixed end date?
No. It keeps adapting beyond each plateau until you reach the top of the proficiency scale. Known material is skipped, while gaps and forgotten concepts return when needed.
What does the certificate verify?
It is earned through assessed skills rather than time spent watching content. The certificate is verifiable and shareable, so others can confirm the capability you demonstrated.
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Course leaderboard
See who is setting the pace in AI for HR
The live leaderboard recognizes learners progressing through assessed skills toward Workforce Strategist.
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Start with what you already know
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