

Training and Development Programs
In today's fast-changing business landscape, traditional risk management methods fail to capture the complexity of uncertainty and decision-making. Our training programs equip professionals with cutting-edge techniques—leveraging AI, contextual graphs, and quantitative models—to enhance risk intelligence and performance governance. Whether you’re looking to modernize risk registers, apply Bayesian networks, or design AI-driven workflows, our courses provide practical frameworks for integrating risk into business strategy. From predictive modeling to risk culture development, our certification programs and specialized modules ensure you stay ahead in the evolving world of risk and decision sciences.

Contextual Graphs for AI-driven Risk Management
Module 1
Context Design for the New-Age Risk Register
Module 2
Risk Assessment Modeling within Context
Module 3
Contextual Graph Development and Application
Module 1 is scheduled to launch on April 1, 2025.
1.1. Introduction: Why Context Matters in Risk Assessment
1.2. Problem Framing: Defining Proper Boundaries for Risk Analysis
1.3. The Contextual View of a Decision Hotspot
1.4. Context Mapping with an Ontology
1.5. LLM Feeding and Training for Context-Aware Insights
1.6. Changing the Mindset of Others: Driving Adoption of Context-Based Risk Thinking
Module 2 is scheduled to launch on April 15, 2025.
2.1. Relativization: Why Quantification is Essential
2.2. Structuring Risk Cards for AI-Assisted Analysis
2.3. Risk Assessment: Moving from 'As-Is' to 'To-Be'
2.4. AI-Powered Quantification: One Risk at a Time
Module 3 is scheduled to launch on April 29, 2025.
3.1. The Inner Workings of a Knowledge Graph
3.2. From Note-Taking to an Integrated Risk Intelligence System with Graph Software
3.3. Enhancing Querying Capabilities with LLM Assistance
3.4. Developing Connectors for Data and Media Integration
3.5. Leveraging Contextual Graphs for Decision Support and Risk Administration
This program offers a certification as a Contextual Graph Specialist for Risk Management, awarded based on the results of a multiple-choice final examination.

Sessions are pre-recorded.
The Premium package includes five additional one-on-one coaching sessions.
Upcoming
Quantitative Risk Assessment
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Module 1: Assessment Method Selection
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Module 2: Inference from Indicators and Data
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Module 3: Regression Analysis for Internal Controls Assessment
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Module 4: Scenario and Sensitivity Analysis
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Module 5: Selection of Probability Distributions
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Module 6: Bayesian Networks for Risk Modeling
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Module 7: Synthetic Data Generation with Monte Carlo Simulations
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Module 8: Aggregation of Risks and Opportunities (Chance of Success)
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Module 9: Predictive Modeling and Automation
Designing AI Workflows for Risk-Informed Decision-Making
(Certification)
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Module 1: Agentic Workflow Design
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Module 2: Data Management and Analytics for Risk Applications
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Module 3: Solution Development and Evaluation
Contextual Graphs for KPI Development and Monitoring
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Module 1: Foundations of Contextual Risk Metrics
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Module 2: Identifying Key Risk and Performance Indicators (KRIs & KPIs)
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Module 3: Contextual Graphs for Risk Metric Structuring
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Module 4: Risk Signal Detection and Early Warning Systems
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Module 5: Data-Driven Calibration of Risk Metrics
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Module 6: Aggregation and Visualization of Risk Intelligence
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Module 7: Continuous Improvement and Automation