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AI HR Architect: AI Workflows, Agents, Automation, 71 Tools

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Map HR tasks to prompts and projects, add human-in-the-loop control and AI guardrails, and plan a 90-day AI roadmap
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1/5
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102 students
Created by PapaHR ★ 170K students: Human Resources, HR Management, SHRM, AI Analytics, Recruitment, Payroll, Certification, CIPD, Claude
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What you'll learn

  • Take away 71 tools: 21 downloadable tool files, among them interactive builders, canvases and checklists, and 28 ready tools on the slides
  • Break any HR task into 5–7 subtasks and score each one for AI fit by repeatability, data volume, input and output format, and cost of error
  • Match every subtask to one of six AI capabilities: prompt, project, connector, computer use, scheduled action or a custom vibe-coded tool
  • Set the level of AI autonomy for each step and place human-in-the-loop checkpoints in an AI, HR and manager RACI table
  • Choose how AI gets HR data — project upload, connector or MCP server — and decide which employee data never goes into AI
  • Design triggers that start AI on a schedule, on an event or in a conversation, without anyone opening a chat
  • Assess an AI solution for bias, prompt injection, data leakage, hallucination and audit gaps, and pick the guardrails that close them
  • Draw a one-page AI architecture for one HR process of your company: capabilities, roles, data, triggers, guardrails and metrics
  • Build a 90-day AI rollout roadmap for your HR function with a pilot month, a measurement month and a scaling month
  • Learn with Mike, the #1 HR instructor on Udemy: 1,800,000+ enrollments, 170,000 students, about 200 books on Amazon
This course includes:
6 total hours on-demand video
0 articles
29 downloadable resources
8 lessons
Full lifetime access
Access on mobile and TV
Certificate of completion
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Course content

Requirements

  • At least one year of experience in HR, recruiting, learning and development or people management
  • Basic experience with an AI assistant such as ChatGPT, Claude or Gemini for one-off tasks
  • No programming, API or IT background is needed: the course teaches architecture thinking, not a specific product
  • Excel or Google Sheets for the spreadsheet tools, Word or Google Docs for the architecture template, and a modern web browser for the interactive tools

Description

This course contains the use of artificial intelligence.

71 tools for designing AI in HR in one short course: 28 ready-to-use procedures, matrices, templates and checklists, 22 models and methods, and 21 downloadable tool files.

Open a lecture, take the file, fill it in for one HR process of your company.

Why AI in HR stays a row of one-off chats

88% of HR tech leaders say AI has not brought them significant ROI (CIO, March 2026). The tools are not the problem. The problem is that every new HR task still starts from an empty chat window. You paste a job description into a chat, copy the answer back and move on. Next week the same task starts from zero again. SHRM’s State of AI in HR 2026 shows that 62% of HR functions use AI somewhere in the organization, but only 39% use it inside HR.

What changes after this course

You look at any HR task the way an architect looks at a building. You break it down, choose the right AI capability for each part, decide where AI acts alone and where a person approves, connect the data it needs, set the moment it starts, and build in the protection. The result is a one-page architecture you can show to IT, legal and your CEO, and a 90-day roadmap with pilot metrics. The method does not depend on any product, so it keeps working when the tools change.

What is inside: 71 tools, counted lecture by lecture

You do not have to take this number on trust. Open any lecture and read its description: every tool inside is listed there by name.

  • 21 downloadable tool files: Task Decomposition Worksheet, AI-Fit Scorer, Capability Matching Matrix, Human Agency Decision Tree, AI HR Manager RACI Builder, Data Flow Canvas, Trigger Chain Designer, Guardrails Checklist, AI Risk Assessment Worksheet, One-Page Architecture Builder, HR Maturity Self-Assessment, 90-Day Roadmap Template and others
  • 28 ready-to-use tools inside the presentations:
  • 6 step-by-step procedures: trigger map design, AI risk assessment, one-page architecture assembly, 90-day AI rollout
  • 6 matrices and decision trees: AI-fit assessment matrix, AI capability selection matrix, AI risk and guardrail mapping matrix, data connection pattern decision tree
  • 5 templates and sample documents: one-page architecture template, AI audit log specification, HR architect role development plan
  • 5 checklists: AI data hygiene, AI output validation, compliance readiness, architecture validation
  • 6 other tools: resume input sanitization prompt, AI implementation metrics, AI pilot leadership report script
  • 22 models and methods explained with examples: six AI capabilities palette, AI autonomy levels, human-in-the-loop, AI trigger types, data minimization, GDPR, EU AI Act, HR AI maturity model

Where the tools are

  • HR task decomposition and the AI capabilities map (2 lectures, 14 tools).
  • Human-in-the-loop and HR data: autonomy levels, connectors, MCP (2 lectures, 17 tools).
  • Automation triggers and AI governance: bias and prompt injection (2 lectures, 23 tools).
  • Solution architecture and the transformation roadmap (2 lectures, 18 tools).

The course follows an eight-layer model, one layer per lesson, and each layer answers one plain question: what the task is, which capability fits, how much autonomy AI gets, which data it uses, what starts it, what protects it, how it all fits on one page and how to roll it out.

Who is teaching

I am Mike, the #1 HR instructor on Udemy, with 1,800,000+ course enrollments from 170,000 students, and the author of about 200 books on Amazon. I built the people system at Preply as it became a unicorn and worked at Wargaming, iDeals and Alfa-Bank across 20 years in HR. I hold PHRi, SHRM-CP and HCI sHRBP certifications and represent HRCI in Eastern Europe.

I build such solutions for my own work. For our PHRi exam preparation course I made an agent that helps people practise on tests. The materials had a limited number of questions, so I created an assistant with its own knowledge base. It offers a question with answer options, the student answers, and it explains why the answer is right or wrong. At any moment the student can say “I did not understand, explain it more simply”, and it does. I also remember where automation in HR started. When chatbots became popular about ten years ago, recruiting was one of the first places where they were used, because it is one of the most repetitive and labour-heavy processes in HR. It is still the best place to begin, and the first lecture starts with a task of that kind.

How to use the course

Go through the eight lectures in order: each one ends with a short assignment on your own company, so by the last lecture you have a real architecture and not notes. It takes six hours. Section and lecture titles show how many tools are inside, and each lecture description lists them by name.

What is included

  • 8 lectures across 4 sections, 6 hours
  • 29 downloadable resources: 21 tool files and the lecture presentations
  • 71 tools across the lessons, ready to use on your own HR process
  • A practical assignment on your own company in every lesson
  • Lifetime access to all materials
  • Active instructor support in the Q&A section
  • A Udemy Certificate of Completion

Where to start

Take one HR task you repeat every week. Open the first lecture, download the Task Decomposition Worksheet and break the task into five to seven subtasks. Enrol now and start your first lesson today.

Who this course is for:

  • HR managers and HR business partners who use AI for one-off tasks and want a system instead of a new chat every time
  • Recruiters and talent acquisition specialists who want AI to take over repeatable steps of hiring
  • Heads of HR, HR directors and CHROs who need a clear plan for bringing AI into the HR function
  • Learning and development managers who want to design AI support for onboarding and training
  • Founders and executives who want to cover HR tasks their company has no people for
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