2025-09-24

Technology and AI Guide for Accountants and Tax Advisors

Definitions Technology: Think digital tools, cloud platforms, robotic process automation (RPA), data analytics, and software that make accounting, tax work, reporting, and advice easier and faster. […]
2025-09-24

Technology and AI Guide for Artificial Intelligence Engineers

Definitions: Technology: In the context of AI engineering, technology refers to digital tools and resources such as machine learning algorithms, data processing infrastructures, programming languages, and […]
2025-09-24

Technology and AI Guide for Content Creators and Journalists

Definitions: Technology: The digital toolkit including software, platforms, and systems like cloud tools, analytics, automation, creative apps, content management systems (CMS), data analytics software, and social […]
2025-09-24

Technology and AI Guide for Data Analysts

Introduction Historically, data analysts have evolved from manual spreadsheet work to employing sophisticated software and programming languages, integrating AI and machine learning to manage large-scale and […]

Regional Risks

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Indicators
Technological Infrastructure and Adaptability (Weigth: 15% | Risk Score: 2)
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Human Capital (Weigth: 15% | Risk Score: 3)
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Innovation and R&D (Weigth: 15% | Risk Score: 2)
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Economic Diversity and Stability (Weigth: 15% | Risk Score: 3)
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Fiscal and Financial Health (Weigth: 10% | Risk Score: 3)
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Policy and Regulation (Weigth: 10% | Risk Score: 4)
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Geopolitical and Geographical Risks (Weigth: 10% | Risk Score: 2)
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Social and Demographic Factors (Weigth: 10% | Risk Score: 4)
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Company Risks

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Indicators
Market Competition (Weigth: 20% | Risk Score: 2)
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Technological Adaptability (Weigth: 15% | Risk Score: 3)
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Revenue Stability (Weigth: 15% | Risk Score: 5)
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Financial Resilience (Weigth: 15% | Risk Score: 6)
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Innovation and R&D (Weigth: 10% | Risk Score: 4)
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Geographical Risk (Weigth: 10% | Risk Score: 2)
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Macroeconomic Conditions (Weigth: 10% | Risk Score: 4)
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Industry-Specific Risks (Weigth: 5% | Risk Score: 5)
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Career Risks

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Indicators
AI-Resistant Skill Sets (Weigth: 20% | Risk Score: 2)
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Strong Educational Background (Weigth: 10% | Risk Score: 3)
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Personal Strengths (Weigth: 10% | Risk Score: 2)
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Ability to Adapt to Change (Weigth: 15% | Risk Score: 2)
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Role Susceptibility to Automation (Weigth: 15% | Risk Score: 3)
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Use of AI Tools in Current and Past Roles (Weigth: 10% | Risk Score: 2)
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Career Progression (Weigth: 10% | Risk Score: 1)
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Location (Weigth: 10% | Risk Score: 1)
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