AI Recruitment Decisions and Governance Course

Name: AI-Assisted Recruitment Decisions and Governance Course
Availability: InStock

Turn workforce needs, job evidence, sourcing, screening, structured selection, human review, fairness, vendor controls, and outcomes into a recruitment plan.

AI Recruitment Decisions and Governance Course

At a glance

Duration: 5 days
Format: Classroom
Cities: London, Cairo, Berlin, Accra, Tokyo, Amman and more
Next session: 12 – 16 October 2026, London
Average fee: 5,800 €

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AI-Assisted Recruitment Decisions and Governance Course

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Overview

AI-Assisted Recruitment Decisions and Governance Course is a five-day foundation course for HR managers, talent-acquisition teams, workforce-planning professionals, recruitment operations teams, and people-governance teams, who leave with an AI-Assisted Recruitment Decision and Governance Plan. Participants map workforce demand, define job evidence, assess sourcing and screening support, structure selection, set human review, test fairness and accessibility, govern vendors, and monitor hiring outcomes. Agile Leaders Training Center provides training in AI-assisted recruitment decisions and governance.

Who Should Attend

Workforce-planning teams responsible for demand and capability evidence
Talent-acquisition teams responsible for sourcing and candidate pipelines
Recruitment operations teams responsible for workflow and communication
Hiring teams responsible for structured assessment and selection evidence
People-governance teams responsible for fairness, privacy, and oversight
HR managers responsible for vendors, adoption, and hiring outcomes

The course assumes participants contribute to workforce planning, recruitment, selection, HR operations, or people-governance decisions and leaves out coding, model development, employment-law advice, and vendor-product administration.

Departments and Industries

The course supports governed AI-assisted recruitment across employment settings.

Human resources and talent-acquisition functions
Workforce planning and organizational-development teams
Recruitment operations and shared-service centers
Professional services, technology, and financial-service organizations
Healthcare, education, and public-service employers
Manufacturing, retail, logistics, and hospitality employers

Learning Objectives

By the end of this course, participants will be able to:

Analyze workforce demand, jobs, and skills evidence
Evaluate sourcing and screening support inputs
Design structured selection and human review
Apply fairness, accessibility, privacy, and vendor controls
Build recruitment adoption and outcome measures
Create a recruitment decision and governance plan

Course Agenda

Day 1: Workforce and Job Evidence

Workforce Demand and Vacancy Evidence Map
Job Outcome and Essential Criteria Canvas
Skills, Experience, and Capability Taxonomy
Recruitment Decision and Accountability Workflow
AI Recruitment Use-Case Framing Template

Day 2: Sourcing and Screening Support

Candidate Source and Pipeline Evidence Inventory
Job Advertisement Language Review Checklist
Application Data Relevance and Provenance Sheet
Screening Criteria and Evidence Traceability Matrix
Human Review, Exception, and Challenge Decision Table

Day 3: Structured Selection and Experience

Structured Interview and Assessment Blueprint
Candidate Communication and Consent Journey Map
Accessibility and Reasonable Adjustment Checklist
Selection Evidence Consolidation Scorecard
Hiring Recommendation and Decision Record

Day 4: Governance and Outcome Controls

NIST AI RMF Recruitment Risk Canvas
Fairness and Adverse Outcome Review Sheet
Privacy, Retention, and Access Control Register
Recruitment Technology Vendor Due-Diligence Checklist
Hiring Quality and Recruitment Outcome Dashboard

Day 5: Recruitment Governance Practice

Suggested Exercise: Map Workforce and Job Evidence
Suggested Exercise: Test Screening Criteria and Traceability
Suggested Exercise: Design Structured Selection and Human Review
Suggested Exercise: Define Fairness and Vendor Controls
Capstone Exercise: AI-Assisted Recruitment Decision and Governance Plan

Practical Exercises

The course uses suggested activities that turn workforce and candidate evidence into governed recruitment decisions.

Suggested activity: map demand, job outcomes, essential criteria, skills, decision roles, and candidate use cases
Suggested activity: review sourcing, job language, application data, screening criteria, traceability, and exceptions
Suggested activity: design structured assessment, communication, accessibility, evidence consolidation, and decision records
Suggested activity: test fairness, define privacy and vendor controls, set measures, and build the plan

FAQs

Who suits AI recruitment decisions and governance training?

AI recruitment decisions and governance training suits workforce planning, talent acquisition, recruitment operations, hiring, people-governance, and HR management teams. It assumes recruitment decision experience and requires no AI programming.

How does AI-assisted recruitment differ from general HR AI training?

AI-assisted recruitment focuses on workforce demand, job criteria, sourcing, screening, structured selection, candidate experience, fairness, human review, vendors, and hiring outcomes. General HR AI covers wider workforce functions such as learning, engagement, performance, retention, and service delivery.

How should teams govern AI-assisted candidate screening?

Teams should use job-related criteria, documented data sources, evidence traceability, accessibility, fairness testing, human review, exception handling, candidate challenge routes, vendor evidence, monitoring, and recorded decisions.

What evidence supports responsible AI-assisted hiring decisions?

Responsible decisions use workforce need, essential job criteria, relevant application evidence, structured assessments, documented human judgment, accessibility actions, fairness results, privacy controls, vendor records, and hiring outcomes.

What belongs in an AI-Assisted Recruitment Decision and Governance Plan?

The plan includes demand, job criteria, skills, use cases, data sources, screening rules, selection design, human review, accessibility, fairness, privacy, vendors, owners, measures, monitoring, and challenge routes.

Conclusion

Participants take back an AI-Assisted Recruitment Decision and Governance Plan connecting workforce evidence, candidate processes, structured selection, human oversight, controls, and outcomes. The plan makes criteria, traceability, accessibility, fairness, vendor responsibility, ownership, and monitoring visible across hiring teams. It supports repeatable recruitment decisions while retaining accountable human judgment.

credits: 5 credit per day

Course Mode: full-time

Provider: Agile Leaders Training Center

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Showing 1-20 of 76 events

Location	Dates	Duration	Mode	Price
London	Week 42, 2026 12 – 16 October 2026	5 Days	Onsite	€5,700
Cairo	Week 43, 2026 19 – 23 October 2026	5 Days	Onsite	€4,100
Berlin	Week 43, 2026 19 – 23 October 2026	5 Days	Onsite	€5,700
Accra	Week 43, 2026 25 – 29 October 2026	5 Days	Onsite	€4,100
Tokyo	Week 45, 2026 2 – 6 November 2026	5 Days	Onsite	€10,000
Amman	Week 45, 2026 8 – 12 November 2026	5 Days	Onsite	€4,100
Milan	Week 47, 2026 16 – 20 November 2026	5 Days	Onsite	€5,700
Amsterdam	Week 48, 2026 23 – 27 November 2026	5 Days	Onsite	€5,700
Nice	Week 48, 2026 23 – 27 November 2026	5 Days	Onsite	€5,700
Zoom	Week 49, 2026 30 November – 4 December 2026	5 Days	Online	€1,500
Munich	Week 49, 2026 30 November – 4 December 2026	5 Days	Onsite	€5,700
Tbilisi	Week 51, 2026 14 – 18 December 2026	5 Days	Onsite	€5,000
Dubai	Week 52, 2026 21 – 25 December 2026	5 Days	Onsite	€4,500
Tashkent	Week 52, 2026 27 – 31 December 2026	5 Days	Onsite	€4,500
Madrid	Week 53, 2026 28 December 2026 – 1 January 2027	5 Days	Onsite	€5,700
Johannesburg	Week 53, 2027 3 – 7 January 2027	5 Days	Onsite	€4,500
Abu Dhabi	Week 01, 2027 4 – 8 January 2027	5 Days	Onsite	€4,700
Paris	Week 02, 2027 11 – 15 January 2027	5 Days	Onsite	€5,700
Amsterdam	Week 03, 2027 18 – 22 January 2027	5 Days	Onsite	€5,700
Athens	Week 03, 2027 18 – 22 January 2027	5 Days	Onsite	€6,700

Frequently asked questions

What does this course cover?

OverviewAI-Assisted Recruitment Decisions and Governance Course is a five-day foundation course for HR managers, talent-acquisition teams, workforce-planning professionals, recruitment operations teams, and people-governance teams, who leave with an AI-Assisted Recruitment Decision and Governance Plan. Participants map workforce demand, define job evidenc…

Are training dates available?

Yes. Available dates and destinations are listed in the course dates section on this page.

How can I register?

Choose an available date on this page and complete the registration form, or send a programme enquiry.

Can I download the course brochure?

Yes. Use the brochure download link provided on this page.

AI Recruitment Decisions and Governance Course