

Coaching Pathways
Together, we will define a customized pathway tailored to your needs. You choose the topics and the pace.
The standard price for a two-hour session is $180 USD. The total contract value will depend on the number of sessions and the expected outcomes of the coaching process.
One great advantage: we can work on your organization's real-world use cases and ongoing projects.
Ontology and Knowledge Graphs
- Why AI needs them so much
- Ontological frameworks and semantic modeling
- The importance of systems-thinking
- How to develop a model using Enchiridion as a framework
- How Knowledge Graphs and Graph Databases improve machine learning
Developing and Connecting Indicators
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Reviewing the concepts of KPI and KRI
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Clarifying what and why you want to measure something
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Mapping attributes to objectives
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Selection of adequate benchmarks
Assessment Methods
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How to prioritize risk and performance drivers
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Decoding AUASM for choosing a proper methodology
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The concept of Convolution
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Scenario Analysis and Bowtie
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Decision Networks
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Conquering Monte Carlo Simulation
AI Applications for Risk Management and Decision-Making
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LLM training with GraphRAG
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Designing an Agentic workflow
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Automation for decision support and monitoring
Risk and Uncertainty Theory
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ISO 31000 and COSO application in the real world
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Taxonomy of uncertainty
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Taxonomy of risk
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Risk appetite and tolerances
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How uncertainty is also an opportunity
Probabilistic Reasoning
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Bayesian and Frequentist probabilities
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Probability distributions
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Probability judgement calibration
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Regression with probabilities
Dynamic Decision-based Auditing
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How to prioritize decisions for audit dynamic planning
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Planning with a knowledge graph
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Defining the audit trail
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One-page report
Obsidian
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Main functionalities
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Selecting plug-ins
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Graph, canvas and data views
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Working with tables
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Linking features