Portugal Ranks 18th Globally in AI Adoption

The global transition toward artificial intelligence is no longer a distant forecast; it is a measurable, real-time economic shift. According to the newly updated Anthropic Economic Index, released early this year, Portugal has secured a highly competitive position on the global stage, ranking 18th out of 116 countries in its utilization of the Claude AI platform.

This comprehensive dataset, which tracks how different regions and professions integrate advanced AI into their daily workflows, offers a fascinating glimpse into the modern Portuguese workforce. With an overall Usage Index of 2.23, Portugal is adopting this technology at more than double the expected rate based on its population size.

But what exactly are Portuguese professionals doing with this technology? How do we stack up against our European neighbors, and what does the broader global landscape look like? The Portugal Post dives deep into the numbers.

The Global and European Context

To understand Portugal’s 18th-place finish, we must first look at the global leaders. The Anthropic Economic Index measures whether a country uses the platform more (greater than 1) or less (less than 1) than expected based on its population.

Israel currently leads the world with an astonishing Usage Index of 4.90, nearly five times the expected baseline. Israel's dominance is followed closely by Singapore (4.19) and the United States (3.69). Other non-European nations rounding out the absolute top tier include Australia (3.27), Canada (3.15), South Korea (3.12), and New Zealand (3.11).

Within the European theater, Portugal finds itself in a dynamic and highly competitive neighborhood. While we are outpacing the vast majority of the continent, the European vanguard is currently led by nations known for their intense focus on digital infrastructure and banking:

• Switzerland: 3.21
• Luxembourg: 3.07
• Estonia: 3.05

Portugal’s score of 2.23, based on 4,032 direct observations in the dataset, places us firmly in the "Leading (top 25%)" category. This suggests that while we may not have the immense capital concentration of Switzerland or the legacy digital-first government infrastructure of Estonia, our private sector, startup ecosystem, and individual professionals are aggressively leveraging AI to punch above their weight class.

How Portugal is Using AI: The Top Use Cases

The Anthropic Economic Index doesn't just measure how much a country uses AI; it measures what they are doing with it. The data highlights the "most distinctive" tasks in Portugal—topics that appear significantly more than the global average (filtered by topics over 1% of global use).

Here is exactly how the Portuguese economy is applying this technology:

1. The Coding Revolution (1.3x Global Average)

The single most distinctive use case in Portugal is "Help me learn programming languages and software development concepts." Portuguese users request this 1.3 times more often than the global average. This aligns perfectly with the country's ongoing push to position cities like Lisbon and Porto as premier European tech hubs. Furthermore, the development and troubleshooting of business management software systems sits at 1.2x the global average, and general IT troubleshooting (hardware/software) sits at 1.1x. The Portuguese workforce is clearly using AI as an on-demand technical tutor and senior engineering partner.

2. Bridging the Language Gap (1.3x Global Average)

Tied for the top spot is "Translate text and documents between various languages" (1.3x). In a country where tourism represents a massive pillar of the GDP, and which has seen a massive influx of international companies, expats, and digital nomads over the last five years, multilingual communication is vital. AI is acting as a real-time localization engine for Portuguese businesses expanding outward and international residents integrating inward.

3. Business Administration and Strategy (1.2x Global Average)

The middle of Portugal's top 10 list is dominated by the optimization of white-collar work.

• Proofreading, editing, and correcting written documents: 1.2x
• Drafting and revising professional workplace correspondence: 1.2x
• Assisting with business planning, strategy, and entrepreneurial development: 1.2x

This data tells the story of an entrepreneurial boom. Small business owners, startup founders, and corporate managers in Portugal are utilizing AI to scale their administrative capabilities, craft polished international communications, and brainstorm strategic growth plans without needing to immediately hire large administrative teams.

4. Healthcare Information (1.2x Global Average)

A fascinating outlier in the Portuguese data is the reliance on AI to "Provide medical and health-related information across multiple specialties." Indexing at 1.2x the global average, this suggests that both healthcare professionals in Portugal looking for quick literature cross-references, and private citizens seeking to understand medical concepts, are turning to AI platforms as a supplementary knowledge base.

5. Content and Data Processing (1.1x Global Average)

Rounding out the top 10 are data extraction ("Extract and analyze content from images, PDFs, and documents") and marketing ("Create and optimize marketing content across multiple formats and industries"), both at 1.1x. This points to a drive for efficiency in sectors like digital marketing, law, and accounting, where processing large volumes of text has traditionally been a bottleneck.

The Global Job Explorer: Who is Driving the AI Economy?

To understand the macro-trends affecting Portugal, we must look at the global job distribution data provided by the Anthropic index. The report groups task data into job titles based on standard O*NET classification, revealing which professions are relying most heavily on AI.

It is overwhelmingly clear that Computer and Mathematical occupations are the primary drivers of the AI economy.

The Top Occupations by Usage globally include:

1. Software Developers, Applications: 7.08% usage
2. Computer Programmers: 4.14% usage
3. Data Warehousing Specialists: 3.85% usage
4. Web Developers: 3.35% usage
5. Software Developers, Systems Software: 2.95% usage

When we cross-reference this global occupational data with Portugal's top distinct use case ("learning programming languages"), a clear synergy emerges. Portugal is actively training, upskilling, and deploying the exact types of workers who benefit most from this technology.

However, the adoption curve extends far beyond coding. Education and Content Creation represent the second major wave of adoption:

• Tutors: 2.92%
• English Language and Literature Teachers, Postsecondary: 1.71%
• Editors: 1.55%
• Poets, Lyricists, and Creative Writers: 1.48%
• Technical Writers: 1.31%

This data proves that the creative and educational sectors are deeply integrated into the AI ecosystem. Rather than replacing human creativity, tools like Claude are being used to refine, edit, and structure human thought.

The Long Tail of Adoption

The dataset reveals a fascinating "long tail" of specialized professions utilizing AI at lower, but significant, percentages.

• Healthcare: Clinical Psychologists (0.94%), Dietitians and Nutritionists (0.33%), Pharmacists (0.22%), and even Advanced Practice Psychiatric Nurses (0.20%).
• Business & Legal: Personal Financial Advisors (0.32%), Lawyers (0.14%), and Human Resources Specialists (0.12%).
• Physical Sciences: Chemists (0.18%), Materials Scientists (0.10%), and Astronomers (0.09%).

Conversely, jobs requiring physical presence, manual dexterity, or deep physical environmental interaction—such as Construction Carpenters (0.01%), Electricians (0.01%), or Bartenders (0.01%)—naturally show near-zero utilization for core job functions, highlighting the boundary where the digital economy meets the physical world.

Augmentation vs. Automation: The Collaborative Future

A critical insight from the Anthropic Economic Index Report is the distinction between automation and augmentation. The prevailing anxiety over the last several years has been that AI would exist purely as an automation engine, stripping jobs from the market.

However, the data shows that people largely prefer to work with AI—collaborating together rather than fully delegating tasks. The index separates tasks into "Mostly automated tasks" (like simple data entry or formatting) and "Mostly augmented tasks" (like exploring problems, drafting initial ideas, or conceptualizing software architecture).

For Portugal, a country with a rich tradition of artisanal crafts mixed with a modern service-based economy, this augmentation approach is vital. The fact that Portuguese users are highly indexed in "entrepreneurial development" and "learning" shows that AI is being used to build human capacity, not replace it. A Portuguese software developer is not handing their job to Claude; they are using Claude to write boilerplate code so they can focus on complex system architecture. A Portuguese marketing agency is not letting AI run their business; they are using it to optimize campaigns and analyze consumer PDFs faster.

What This Means for Portugal's Future

Ranking 18th out of 116 countries is a testament to the adaptability of the Portuguese workforce. However, maintaining or improving this position in the coming years will require deliberate effort.

As nations like Israel and Singapore push the boundaries of what is possible with index scores over 4.00, Portugal must ensure that AI literacy is not confined solely to tech hubs like Lisbon and Porto, but distributed throughout the country, including the industrial north and the tourism-heavy south.

The data makes one thing abundantly clear: the integration of AI into the global economy is not a monolithic event, but a highly granular, profession-by-profession evolution. From the software developer in Braga optimizing an application, to the hotel manager in the Algarve translating welcome documents for international guests, Portugal is actively writing its chapter in the AI era.

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