AI CERTs Guaranteed-to-Run

Practitioner's Playbook for RSAIF Training

The Practitioner's Playbook for RSAIF Training by AI CERTs equips AI developers, data scientists, and cybersecurity professionals with hands-on skills to secure AI systems across the SDLC, addressing critical gaps in ethical governance and model integrity. With 76% of enterprises prioritizing AI security compliance (NIST AI RMF 2023), this course delivers practical threat modeling, red-teaming simulations, and audit readiness strategies aligned with GDPR and NIST standards.

Prepare for the AI CERTs™ Practitioner’s Playbook for RSAIF certification with Koenig’s official vendor-authorized courseware and 30-day lab access. Gain mastery in automating compliance and securing post-deployment models to lead trustworthy AI initiatives.

8 Hours (1 Days)
Live Online / Classroom
0+ professionals trained

Training Formats & Pricing

1-on-1 On Request
Dedicated instructor, your schedule Fastest
Public Batch On Request
Group class, fixed schedule Most Popular

100% Happiness Guarantee · Free Rescheduling · Secure Payment

Course Overview

The Practitioner's Playbook for RSAIF Training by AI CERTs is a comprehensive program designed for cybersecurity professionals, AI developers, and compliance officers seeking to master the Responsible and Secure AI Framework (RSAIF). This course prepares candidates for the official RSAIF certification exam, equipping them with the skills to identify AI-specific threats, implement secure design principles, and ensure compliance across AI system lifecycles. Targeting roles such as AI Security Engineer, Ethical Hacker, and Network Security Engineer, the program addresses a critical industry gap—employers currently face nearly four open AI security positions per qualified candidate, highlighting urgent demand for certified practitioners.

Participants gain hands-on experience with key tools and platforms including threat modeling frameworks, RBAC (Role-Based Access Control) systems, and AI security toolkits used in real-world red-teaming simulations. The course features interactive labs conducted in a no-code, scenario-based environment where students configure security controls, perform audit readiness checks, and simulate adversarial attacks on AI systems. One core project involves securing an AI-powered customer support chatbot by identifying risks across governance, data, model, and infrastructure domains, then applying RSAIF-aligned mitigation strategies using structured assessment instruments and decision workflows.

This training directly prepares professionals for the AI CERTs RSAIF certification, a credential gaining recognition for validating expertise in securing AI systems. Certified practitioners are well-positioned for roles with median compensation reaching $186,000, reflecting the high value organizations place on AI security skills. Koenig Solutions enhances this learning experience with Guaranteed-to-Run classes and access to official AI CERTs courseware, ensuring consistent delivery and real-world applicability. Graduates emerge ready to lead AI risk assessments, implement robust security controls, and drive secure AI adoption across enterprise environments.

What You'll Learn

Design secure artificial intelligence systems by applying RSAIF principles, ensuring robust protection against emerging threats in AI development.
Implement AI threat models using AI CERTs proven methodologies to identify vulnerabilities early and strengthen defenses in AI systems.
Integrate security measures into the AI Software Development Life Cycle (SDLC) with the AI CERTs framework, minimizing risks throughout the project.
Enforce model integrity and role-based access control (RBAC) in AI systems to prevent unauthorized modifications and data breaches.
Conduct red-teaming simulations for AI deployments to uncover weaknesses before real-world attacks occur, boosting system resilience.
Automate AI security and compliance processes using AI CERTs toolkits, saving time and reducing human error in maintaining secure AI environments.

Prerequisites

Recommended knowledge before taking this course
  • Basic understanding of IT concepts and terminology.
  • Familiarity with cybersecurity principles and practices.
  • Experience with software development or programming concepts (preferred but not mandatory).
  • An eagerness to learn and apply practical skills in risk management and security frameworks.
Corporate Training
Get a Corporate Quote

Volume discounts · Dedicated account manager · Custom scheduling

Certification Exam

Everything you need to know about the Practitioner's Playbook for RSAIF Training certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
One complimentary retake included with every online proctored exam attempt
Let's Talk

Request for more information

Practitioner's Playbook for RSAIF Training

We'll respond within 1 business day · No spam, ever.

Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Mastering AI Security Foundations (RSAIF Domain 1: AI Security Fundamentals)
Core AI Security Challenges Analysis Secure AI Design Principles NIST AI RMF and ISO/IEC 42001 Compliance Standards Applied AI Threat Modeling Workshop
2
Day 2– Advanced AI Threat Modeling (RSAIF Domain 2: Threat Modeling and Risk Assessment)
Threat Modeling Framework Essentials Building Robust AI Threat Models OWASP Top 10 for LLMs and Adversarial Robustness Testing Autonomous Vehicle AI Case Study
3
Day 3– Secure AI SDLC Implementation (RSAIF Domain 3: Secure AI Development Lifecycle)
SDLC Lifecycle Security Overview Data Poisoning Mitigation and Model Supply Chain Security Continuous Monitoring and Feedback Loops Integrating Security into AI Development AI Fraud Detection System Case
4
Day 4– Enforcement and Model Integrity (RSAIF Domain 4: AI Governance and Enforcement)
Post-Deployment AI System Security Model Integrity and Compliance Auditing Hands-On RBAC and Access Control Implementation Training
5
Day 5– Audit Readiness and Red-Teaming (RSAIF Domain 5: AI Audit and Red-Teaming)
Preparing AI Systems for Audits Strategic Red-Teaming for AI Systems Practical AI Red-Teaming Simulation and Vulnerability Assessment

What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Career Outcomes

85%

of Practitioner's Playbook for RSAIF Training certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the Practitioner's Playbook for RSAIF Training certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • AI Security Professional
  • AI Governance and Compliance Officer
  • Cybersecurity Expert with AI Specialization
  • Tech Lead for Responsible AI
  • ML Engineer focused on Security Integration
  • GRC Specialist in AI Risk

Companies Hiring

5,000+
Microsoft Google IBM Accenture Deloitte PwC JPMorgan Chase Meta Salesforce Intel

and 5,000+ organizations worldwide seeking Practitioner's Playbook for RSAIF Training certified professionals

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

18,400+
Verified Reviews
4.9 / 5
Average Rating
95%
Would Recommend
1M+
Professionals Trained
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
100%

Happiness Guarantee

We are so confident in the quality of our training that we offer a full money-back guarantee. Not satisfied? Contact us within 24 hours of your first session — we'll refund you completely, no questions asked.

Full Refund

Within 24 hours

No Questions

Asked ever

Secure Payment

Encrypted checkout

PCI DSS

Compliant