Articial Intelligence Body of Knowledge Training & Enablement

Diagnostic-Led Systematic AI Capability Development

Systematic AI Capability Training with Measurable Outcomes

Moving organizations from 3% productivity gains through ad-hoc AI experimentation to 40%+ systematic capability — through diagnostic-led training, not generic courses.

The Training Effect: Research Evidence

Multiple independent studies demonstrate that training determines AI success or failure — not the technology itself.

The Productivity Gap

+3%
Without systematic training
Netherlands Study, 2024
+40%
With systematic capability building
Netherlands Study, 2024
37 pts
Training effect difference
Brokyl AI Consulting
The Risk of Poor Training: MIT Sloan research on elite consultants reveals that inadequate training can make outcomes worse than no training at all. When workers apply AI to tasks outside its capabilities with false confidence, performance drops 24% below baseline — an 11-point decline compared to untrained workers (Dell'Acqua et al., 2023).
Sources: "Why AI Without Training Barely Boosts Productivity" (Brokyl AI Consulting, 2024); "How Generative AI Can Boost Highly Skilled Workers' Productivity" (Dell'Acqua et al., MIT Sloan Management Review, 2023)

Why AIBoK Training

We equip professionals with systematic frameworks, not just tool tips — capability that transfers across platforms and sustains through technological change.

Diagnostic-Led Customization

  • Assess organizational AI maturity first
  • Identify specific capability gaps
  • Customize delivery to actual needs
  • No wasted time on irrelevant content

Foundation-First Design

  • Conceptual understanding before tools
  • Strategic frameworks for evaluation
  • Governance and risk management
  • Platform-agnostic systematic capability

Measurable Outcomes

  • Pre/post capability assessment
  • Quantified improvement tracking
  • ROI demonstration with data
  • 6-month maturity re-assessment

Market Validation

Recent Government Procurement Validates Methodology

October 2025: A major government department published a tender for AI capability training across all organizational levels — from executives to practitioners. Key requirements align with AIBoK methodology:

  • Diagnostic-led targeting: "Targeted training to uplift capability" based on assessment
  • Measurable learning outcomes: Post-training reports with quantified improvement
  • Multi-level approach: Senior leadership training + hands-on practitioner development
  • Sustainable capability: Train-the-trainer to build internal capacity

Implication: Sophisticated buyers — from government to enterprise — are demanding exactly what AIBoK provides: diagnostic methodology, measurable outcomes, and systematic capability development across the organization.

Our Diagnostic-Led Methodology

We assess before we teach, customize based on data, and measure improvement to prove capability gains

1

Assess

Quick Check or full TNA/MM diagnostic identifies capability gaps across 6 dimensions

2

Customize

Training delivery adapted to address your specific gaps — not generic one-size-fits-all content

3

Deliver

Interactive training with systematic frameworks, hands-on practice, and real-world application

4

Measure

Post-training assessment quantifies capability improvement and tracks maturity advancement

Four Professional Learning Tracks

Specialized training paths for different roles — from strategic leaders to hands-on practitioners

Strategic Leadership Track

C-Suite, Board Members, Senior Executives

Strategic evaluation frameworks, governance oversight, and change leadership for AI transformation.

Core Modules: High-Level Overview, Strategic Evaluation, Governance & Policy

Delivery: 2-hour briefing, half-day workshop, 1-day intensive

Technical Leadership Track

CTOs, VPs Engineering, Technical Directors

Technical decision-making for AI systems — build vs. buy, architecture choices, ROI analysis.

Core Modules: LLMs Under the Hood, Technical Evaluation, Risk Management

Delivery: Half-day workshop, 1-day intensive, 2-day programme

Knowledge Worker Track

Business Professionals, Analysts, Managers

Practical AI skills for daily work — systematic prompting, document workflows, toolkit development.

Core Modules: Capabilities & Limitations, Prompt Engineering, Document Workflows

Delivery: Half-day workshop, 1-day workshop, 2-day intensive

IT Professional Track

Developers, IT Staff, Technical Practitioners

Hands-on technical skills — AI pair programming, code generation, debugging workflows.

Core Modules: Prompt Engineering, Advanced Prompting, AI Pair Programming

Delivery: Half-day workshop, 1-day workshop, 2-day intensive

Flexible Delivery Formats

Multiple engagement options to match organizational needs

Executive Briefings

2 hours | Awareness & Strategic Context

High-level overview for decision-makers. Covers GenAI landscape, strategic implications, governance frameworks.

Half-Day Workshops

4 hours | Foundation + Specialization

Focused skill development combining foundation understanding with track-specific application.

One-Day Intensive

6-7 hours | Comprehensive Track Delivery

Complete track coverage with foundation modules, track-specific content, and capstone application.

Two-Day Programme

2 days | Deep Capability + Certification

Extended training with advanced modules, capstone projects, and optional certification.

Training System Design

Comprehensive modular architecture supporting multiple delivery formats

Module Structure & Organization

Learning Tracks Visualization

Delivery Format Options

Module-Track Matrix

Training Needs Analysis & Maturity Model

Six-dimensional assessment framework that identifies capability gaps and prescribes targeted training

Maturity Level Progression

Six Assessment Dimensions

Training Prescription Concept

Dimension Interdependency Network

Build Systematic AI Capability

Whether you're a strategic leader seeking governance frameworks, a technical leader evaluating AI systems, or a practitioner building daily capability — AIBoK training provides systematic approaches with measurable outcomes.

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