Denmark Copy link

Tier 1: The Overview Copy link

State of Play Copy link

The headline: Denmark is a world-leader in digitised public services, thanks in large part to the work of the Government’s specialist Agency for Digital Government and pro-innovation policy initiatives. The country’s startup ecosystem is underpinned by strong Government-industry-investor partnerships and high levels of AI adoption.

The context: Denmark ranks 12th in Europe for AI VC funding in 2024. Although direct public AI funding has been stripped back from the initial €9.2 million set out in the National Strategy to €5 million, Denmark has an established state-backed, innovation-focused investment culture through the Export and Investment Fund and Innovation Fund.

The strategy: The Government has sought to make Denmark an attractive location for innovative businesses by creating a startup-friendly operating environment. This includes facilitating high levels of AI adoption in public services and businesses through the National Uptake Fund for New Technologies, and establishing a specific visa scheme and network of business advice centres for founders who want to start their business in Denmark.

What this means for founders Copy link

Denmark has a strong early-stage funding pipeline and a good ecosystem for founders. This thriving pro-innovation environment is driven by the Government itself, which has established state-sponsored programmes such as Startup Denmark and Invest in Denmark to encourage foreign companies to start or expand their businesses in the country.

Forward Look Copy link

Denmark is attracting significant private investment into AI innovation, capitalising on the Nordics’ reputation for excellent cloud and compute commercialisation viability for small businesses. In March 2024, Denmark announced a new partnership with Nvidia to launch a "National Centre for AI Innovation", including the development of an AI supercomputer, with the aim of accelerating research and innovation in existing areas of research expertise such as life sciences and the green transition. The supercomputing resource is due to be in operation by the end of 2024.

Tier 2: The Details Copy link

Policy and Legislative Landscape Copy link

INITIATIVE

DESCRIPTION

The National Strategy launched in 2019 sets out 24 initiatives aimed at strengthening the development and adoption of AI in Denmark. It is centred on four main objectives: establishing a human-centric ethical framework for AI development and use; supporting AI R&D; encouraging private sector AI adoption; and integrating AI into public services. 

A Government initiative providing special visa opportunities for founders looking to launch a startup in Denmark, alongside Government support and funding via dedicated business hubs where entrepreneurs can get free, independent and professional guidance.

Policymakers Copy link

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The Ministry is responsible for a number of policy areas which are important for the general business environment, including business regulation, Intellectual Property rights, competition and consumer policy and the financial sector. It is responsible for the National AI strategy and comprises a number of agencies such as the The Danish Business Authority, a Government body that develops business-friendly initiatives such as fast and affordable access to business data. The Ministry is also a member of the European SME Envoys Network, a group of national SME representatives promoting SME friendly regulation and policymaking in all EU countries.

Enforcers Copy link

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The Agency for Digital Government has been instrumental in making Denmark one of the world's most digitised countries, particularly in the public sector. Its responsibilities include implementing the Danish Government’s policies for developing the digital public sector and digital service infrastructure in Denmark. It has recently produced guidance on generative AI and data ethics.

The Agency has been appointed as the national competent authority for overseeing the implementation of the EU AI Act in Denmark.

Denmark’s data protection regulator. In March 2024, the Agency announced the launch of an AI Sandbox alongside the Agency for Digital Government, which companies and authorities can access to receive expert GDPR guidance for developing or using AI solutions.

Innovation Champions Copy link

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A unit of the Ministry of Foreign Affairs, the Invest in Denmark platform aims to support foreign companies to start or expand businesses in Denmark, through providing industry insights, tailored advice and guidance, and contacts with potential partners in the public, private and research sectors.

A private, state-endorsed investment fund which invests in startups as part of its Innobooster programme. The Innovation Fund focuses on investments which have high potential to translate promising ideas into new solutions that create growth and employment in Denmark, and which also contribute to solving some of society's challenges.

The Export and Investment Fund of Denmark (EIFO) is a state-owned financial institution which acts as a driving force and an enabler for new endeavours and projects in Denmark. EIFO is the national promotional bank and export credit agency of Denmark combined into one financial institution.

An industry association started by 50+ entrepreneurs and investors with a mission to build a better future for Danish founders. The association now has 100+ members and hosts a number of events throughout the year for education and networking. 

An advocacy group supporting entrepreneurs in Denmark.

Founded with the purpose of promoting early stage startups in Denmark, DSG is an independent non-profit trade association that facilitates collaboration in the startup ecosystem through a variety of events and networking opportunities.

Estonia Copy link

Tier 1: The Overview Copy link

State of Play Copy link

The headline: Estonia boasts a highly advanced "digital state" supported by the Ministry of Economic Affairs and Communications, which creates a tech friendly ecosystem. While Estonia has a particular emphasis on AI adoption and use in public services, they are also pushing to attract foreign investment and provide early support for homegrown founders.

The context: Home to the most startups per million people in Europe, Estonia punches above its weight in terms of funding, ranking ninth for investments into generative AI startups and securing over $70 million of venture capital investment in 2022. There is also strong public support for AI, with €30 million already invested as part of the Government’s AI strategy and more funding to come.

The strategy: Estonia has a revolutionary digital state and is interested in accelerating the adoption of AI and tech among their population through funding and digitisation initiatives. Estonia also regularly reviews and produces new AI strategies every few years - the most recent is Estonia’s National Artificial Intelligence Strategy or Kratt Strategy for 2022–2023. In February 2024, the Ministry of Economic Affairs and Communications also published a White Paper on Data and Artificial Intelligence, which sets out targets for the widespread adoption of AI in public services and across the private sector by 2030 along with an investment of €85 million to finance the strategy.

What this means for founders Copy link

Estonia is seen as a very founder-friendly market, particularly because it is one of the quickest markets to test out new ideas, through the AccelerateEstonia programme. The existing digital infrastructure and familiarity with technological integration into public services also offers a number of influential networking groups for founders, such as the Estonian Founders Society and e-Estonia, as well as Government funding for startups through Startup Estonia and Estonian Business and Innovation Agency

Forward Look Copy link

Estonia has ambitious public AI investment targets. Copy link

Every couple of years, the Government’s AI taskforce produces a report and sets an AI budget: the 2024-2026 investment recommendation has been set at €85 million.

Tier 2: The Details Copy link

Policy and Legislative Landscape Copy link

INITIATIVE

DESCRIPTION

Starting in July 2019, an expert group led by the Ministry of Economic Affairs and Communications and the Government Office presented a policy report and proposals to advance the uptake of AI in Estonia on a rolling, usually biannual, basis. The taskforce is currently working on a new report for 2024-6. 

Based on the AI taskforce report, the Ministry of Economic Affairs and Communications sets Estonia’s national AI strategy. The 2022-3 strategy has wide ranging provisions across education, data and governance, and includes plans to continue to develop open-source AI components for easier implementation across public and private sectors, provide support to capable companies willing to develop and test AI-based solutions, and strengthen focus on developing AI competences and skills.

Published in February 2024 by the Ministry of Economic Affairs and Communications, the White Paper sets out proposals to boost data and AI use by the public and private sectors by 2030, with €85 million set aside to achieve this. Among the key proposals are improving data architecture and instituting AI implementation plans in the public sector in order to remove administrative burdens on citizens; setting up three AI research centres in Estonia; and getting 75% of the private sector to adopt AI.

Policymakers Copy link

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The Information System Authority (RIA) coordinates the development and administration of information systems ensuring the interoperability of the state’s information system, organises activities related to information security, and handles security incidents in Estonian computer networks. 

In May 2024, the Estonian Information System Authority, in collaboration with Cybernetica AS, published guidance on risks and controls for artificial intelligence (AI) and machine learning (ML) systems. The report covers the legal aspects of AI and ML and the risks associated with AI technologies.

The Ministry oversees the AI taskforce and national AI strategy. It also runs the AccelerateEstonia programme, a government innovation lab designed to remove regulatory barriers for innovative products and get them to market more quickly.

Enforcers Copy link

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Estonia largely follows the EU’s General Data Protection Regulation, which has been implemented into Estonian law through the Personal Data Protection Act 2018. The Data Protection Inspectorate may be designated as Estonia’s national competent authority for overseeing the EU AI Act, although this has not yet been confirmed.

Innovation Champions Copy link

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Promotes Estonia’s world-leading experience in digital services. 

The agency was created in January 2022 to increase Estonia’s international competitiveness and develop entrepreneurship through grants, loans, venture capital, credit insurance and guarantees.

A Government initiative that supports startups to access the resources and funding they need to succeed. 

The society aims to strengthen relationships between founders and lobby for startup-friendly legislation on issues such as talent and skills.

Finland Copy link

Tier 1: The Overview Copy link

State of Play Copy link

The headline: Finland has a particularly strong AI infrastructure and research environment, as the home of one of the highest performing EU supercomputers (LUMI) and the Finnish Centre for Artificial Intelligence (FCAI), a research collaboration body set up to tackle societal issues using AI. However, commercialising its AI research capabilities remains a work in progress due to private and public funding constraints.

The context: ​​Finland suffered from a drop in foreign VC investment in 2023. Late-stage funding was particularly badly hit, although the domestic seed and early-stage startup investment landscape remains strong. Public AI investment and Government attention has also been diverted away from AI in recent years, as demonstrated by the closure of the Government’s flagship €200 million AI Business programme in 2021 and the discontinuation of the AuroraAI digital public services programme in 2022.

The strategy: Finland was the first EU country to set out an AI strategy in 2017. The latest iteration of the strategy, Artificial Intelligence 4.0, builds on the original strategy but focuses on realising the economic potential of AI in Finland by accelerating the digitisation of businesses: particularly SMEs.

What this means for founders Copy link

Finland has the infrastructure and research capabilities to help develop and launch innovative ideas but struggles to get later stage funding through the door. Business Finland and Technology Industries of Finland are the two main touchpoints for founders in the country - the latter has committed €10 million to support AI project development among its members - while the city of Helsinki runs a "founders to Finland" programme for international scaleups.

Forward Look Copy link

Quantum computing is emerging as an area of Finnish expertise. Copy link

Finland’s access to the LUMI supercomputer puts it at a competitive advantage in breakthrough quantum computing research. €13 million has already been invested in the Finnish Quantum Flagship programme, an eight-year project launched in January 2024 with the aim of expanding Finland’s quantum ecosystem and making Finland a hub for quantum research and business ventures.

Tier 2: The Details Copy link

Policy and Legislative Landscape Copy link

INITIATIVE

DESCRIPTION

A Government initiative that focuses on developing and introducing AI to encourage cooperation, investment and skills in digital, particularly for SMEs. 

A series of free online courses to upskill the Finnish population on the basics of AI, including AI In business.

Policymakers Copy link

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The Ministry produced the original 2017 national AI strategy and introduced initiatives to promote digitisation of Finnish businesses.

In collaboration with the Ministry of Finance, the Ministry of Justice conducted a 2019 review into the national regulation on Automated Decision-Making, which aimed to map out the risks of algorithmic decision-making in the plan for digitisation of state administration, the use of rule-based software robotics and artificial intelligence. 

Enforcers Copy link

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Finland’s data protection regulator supervises compliance with GDPR and the Finnish Data Protection Act. It may be also designated as Finland’s national competent authority for overseeing the EU AI Act, although this has not yet been confirmed.

Innovation Champions Copy link

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DESCRIPTION

A public venture capital fund governed by the Ministry of Economic Affairs and Employment investing in early-stage Finnish companies.

A community of experts that brings together academic, industry and public sector talent to create new types of AI and use the technology to boost Finnish industry.

The tech sector’s main lobbying organisation in Finland with around 1800 member companies.

A civic organisation based in the city of Tampere which provides networking and community support for founders at pre-startup, startup, and scale up stages. 

A community of over 240 Finnish startups which brings together entrepreneurs to learn from each other and drive important issues for startups forward in Finland through weekly internal events and communications 

Tier 1: The Overview Copy link

State of Play Copy link

The headline: France is presenting itself as a startup-friendly country for AI: particularly for open-source. It is also the home of European "digital sovereignty" - i.e. preventing Europe’s digital industry from becoming over-reliant on other regions (particularly the US) by building the infrastructure and capabilities needed to support the entire AI value chain.

The context: Home to the largest tech hub in the European Union for VC investment, France has a strong public and private funding landscape. The total Government investment in AI-related projects is upwards of €4 billion, while in May 2024, Microsoft and Amazon announced a €4 billion and €1.2 billion investment respectively into French cloud and AI infrastructure. Additionally, the Government has announced its intention to make France a global open-source AI hub, building on the success of Mistral, having announced a €40 million fund for French open-source AI projects in 2023. This aim has been compounded by private investment of over €300 million into Kyutai, a new French research lab that aims to build open-source Artificial General Intelligence.

The strategy: France’s policy goal is to establish the funding, talent and adoption pipelines for SMEs that will make it the best place in Europe to found an AI-enabled business. The National AI Strategy and France 2030 programme - a €54 million state-backed innovation investment initiative - have been developed with the digital sovereignty goal in mind: priority development areas are scaling SMEs, developing AI skills, and supporting innovative research.

What this means for founders Copy link

France has a thriving AI ecosystem and a long-term funding commitment for innovative projects, managed through a combination of Inria (a science and technology research funding body) and BPIfrance (its €2 billion sovereign national wealth fund), making it one of the most attractive places to start or scale innovative businesses in Europe. The country also has an attractive stock option system, which has been instrumental in helping founders attract and hire the right talent. 

France's pro-innovation approach has cultivated 'champion startups' in generative AI with global reach. Decades of investment in AI education are paying off as talent returns from Silicon Valley and French AI startups emerge as leaders. The government's support for these emerging champions is driving the ecosystem forward. Copy link
Lyline Lim Copy link
Head of Impact and Sustainability, Photoroom

Forward Look Copy link

AI optimism and innovation form the core of France’s AI policy. Copy link

Under President Emmanuel Macron’s leadership, France has sought to position itself as a leader in AI innovation. During the political negotiations over the EU AI Act, France repeatedly resisted attempts to tighten the rulebook on the grounds that it could harm French and EU generative AI competitiveness. Similarly, the upcoming "AI Action Summit" in Paris on 10-11 February 2025 will move away from the AI safety and risk priorities of previous Summits, focusing also on AI innovation and adoption.

Digital sovereignty and open-source AI will continue to be political priorities. Copy link

France is the leader of the EU’s drive to create European-first AI systems and digital infrastructure. The Government’s political focus on making France an open-source AI hub and investing in AI R&D should be seen as an extension of its digital sovereignty aims, with the aim of diversifying AI capabilities away from US-based big tech firms and creating French "national AI champions" in their place. We expect this approach to AI to continue regardless of the changing political environment in France.

The intersection between generative AI, IP and data protection laws is emerging as an area of political focus for France. In September 2023, the French Government proposed amending the French Intellectual Property Code to ensure that copyrighted work is adequately protected when integrated into AI systems, although the evolving political dynamics in France will determine whether this gets taken forward. The French Government is also pushing to reopen and amend the EU Copyright Directive along similar lines, and the impact of AI on the creative industries is set to be a key theme in the AI Action Summit.

Tier 2: The Details Copy link

Policy and Legislative Landscape Copy link

INITIATIVE

DESCRIPTION

A cross-Government initiative that aims to use public-private partnerships to develop the country’s AI expertise. Its main goals are to build an AI R&D ecosystem (in both academic and entrepreneurship settings), improve AI skills, and facilitate AI adoption - including by providing French SMEs with support and training to integrate AI into their business models. The current phase of the strategy is focused on expanding AI adoption in the economy, supporting AI startups and developing ethical AI frameworks.

France 2030 is a €54 billion investment programme that aims to promote innovation and establish France as a world leader in key sectors of the economy (such as energy, transport, and technology). The national AI strategy has been integrated into the aims of France 2030, with almost €2.5 billion of the funding dedicated to AI R&D. In 2023, President Macron announced two AI-specific programmes funded by the France 2030 programme: 

  • IA-Cluster (€500 million budget): aims to establish French universities as international leaders in AI research and education by doubling the number of AI specialists in France by 2030 and positioning at least three French institutions in the top 50 global universities for AI
  • IA-Booster (€25 million budget): aims to support French SMEs to adopt AI, through both targeted financial reimbursements and customised advice for selecting and implementing AI solutions

Policymakers Copy link

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DESCRIPTION

One of the departments involved in implementing the cross-Government national AI strategy, the Ministry of Economics is focused on supporting business and the transition to the digital economy through its dedicated Directorate General for Enterprise (DGE). Within the DGE sits the French Tech Mission, a Government agency dedicated to supporting tech startups and building a tech ecosystem in France. The Ministry also has joint supervision over Inria, France’s national research institute for science and technology (see below).

The SGPI is in charge of coordinating and implementing the Government’s investment policy and has specific oversight of the France 2030 programme.

AI Commission

Established in September 2023, the AI Commission is made up of independent experts from a variety of sectors and is tasked with advising the Government on AI policy and strategy initiatives. In March 2024, the Commission produced its first report, outlining six priority action areas. These include creating a €10 billion "France & AI" fund to finance the emergence of the AI ecosystem; making France a major location for computing power; setting up an AI tax credit for training models; and reforming data laws to facilitate data access.

Enforcers Copy link

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The CNIL is France’s data protection regulator. In May 2023, the CNIL published an AI action plan, aiming to guide the development of privacy-friendly AI and support innovation in France’s AI ecosystem. This dedicated AI workstream leaves the CNIL well-positioned to be appointed as the national competent authority to oversee the implementation of the EU AI Act in France.

Innovation Champions Copy link

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FOUNDER FOCUS

The public investment bank and sovereign wealth fund of France. With investment capacity of over €2 billion, its mission is to invest in French startups and SMEs through both direct investment and dedicated funds.

Find AI investment opportunities via the Digital Venture Fund (including €50 million for generative AI)

Inria is the French national research institute for science and technology, with a focus on computer science, applied mathematics and digital technologies. Inria leads the French national AI research programme, which is responsible for implementing the R&D objectives of the France 2030 investment programme and the national AI strategy.

Get funding and support if you’re a deeptech startup through the Startup Studio

With a membership of over 2,000 startups and investors, France Digitale is the largest startup advocacy group in Europe. Its aim is to represent the voice of startups in France and the EU, through networking, events and lobbying.

Become a member to network with other founders or join their conferences

Germany Copy link

Tier 1: The Overview Copy link

State of Play Copy link

The headline: Home to a handful of notable AI companies, Germany has a very strong research culture and industrial expertise. However, the country is seeing lower AI adoption rates than comparably sized markets as it attempts to bridge the gap between research and entrepreneurship.

The context: Although it is the largest national economy in Europe, Germany lags behind both France and the UK in terms of availability of venture capital for startup investments, importing more AI products and services than it exports. Despite this, the country’s strong economy does make it an attractive investment location, with Microsoft announcing €3.2 billion for developing AI infrastructure in February 2024. Public AI investment also remains high, with the Government aiming to inject €5 billion into AI between 2018-2025.

The strategy: Germany’s wide-ranging National AI Strategy has undergone various iterations since first being launched in 2018. The current focus is on addressing the country’s long-standing difficulty in mobilising capital to support innovative startups as they scale, and incentivising the transfer of research to real-world applications.

What this means for founders Copy link

Although Germany is playing catch-up on AI innovation, its strong economic, research and industrial landscape weighs heavily in its favour. The Government-backed €10 billion Future Fund which will run until 2030 has already created tangible improvements in the investment picture and is likely to be expanded to focus on new investors (such as pension funds). 

Forward Look Copy link

European partnerships and foreign direct investment will play an important part in Germany’s AI policy. Copy link

Since Germany’s homegrown AI innovation sector has yet to realise its economic potential, the country is likely to look to FDI and AI innovation partnerships with other European countries to facilitate its digital transition. One example is the German, French and Polish governments making use of their so-called "Weimar Triangle" framework to initiate alignment on AI strategy and push for "European AI" synchronised policies and investments. 

Tier 2: The Details Copy link

Policy and Legislative Landscape Copy link

INITIATIVE

DESCRIPTION

First published in 2018, the strategy’s initial focus was on leveraging Germany’s research expertise in AI and promoting the adoption of ethical and trustworthy AI across society. 

In 2020 it was updated to allocate an extra €2 billion of funding to the promotion of AI, taking the total public AI investment to €5 billion by 2025. The new strategy comprises six pillars: skills, research & development, transfer & application, regulation, and AI for public good.

In November 2023, the Federal Ministry of Education and Research published a further AI Action Plan, committing €1.6 billion to strengthen AI infrastructure, research and skills capabilities.

Policymakers Copy link

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The BMWK is responsible for Germany’s economic policy, including digital innovation, competitiveness and SMEs. The department administers digital innovation and startup programmes such as the Digital Hub Initiative, which aims to connect SMEs with research organisations and established businesses in clusters, and EXIST, which aims to facilitate university spinouts. It also has responsibility for Germany Trade & Invest, an arms length body in charge of promoting foreign direct investment into Germany.

In 2021, the BMWK launched the Future Fund to boost financing for startups and innovative technologies. The Fund will mobilise €10 billion of public funding over the decade, both directly into startups and through partnerships with KfW Capital, the funding arm of Germany’s national wealth bank, the European Investment Fund, and the DeepTech and Climate Fund (DTCF). Its aim is to strengthen the German VC ecosystem, provide better access to capital and growth financing for innovative technology companies and support startups and scaleups.

Enforcers Copy link

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This regulator is responsible for the national implementation of the EU Digital Services Act under its telecoms brief and has launched AI workstreams. This makes it the most likely candidate to be designated as Germany’s national competent authority for overseeing the EU AI Act, although this has not yet been confirmed.

The BfDI is Germany’s data protection regulator and the single point of contact between Germany and Europe on data protection issues. Each German state also has their own data protection authority (see here for a non-exhaustive list).

Innovation Champions Copy link

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DESCRIPTION

Germany's leading digital industry association whose aim is to promote Germany’s digital economy and advocate for innovative economic policies. Bitkom represents over 2,400 companies, including over 1,000 SMEs and 500 startups.

Advocates for startups in Germany and aims to create a founder-friendly environment. The association has over 1,200 members, including startups, scaleups, corporates, and investors from across Germany.

A group of AI entrepreneurs which provides opportunities for networking with other founders, potential investors/ clients, shares industry and policy updates, offers political representation and lobbying opportunities. 

Tier 1: The Overview Copy link

State of Play Copy link

The headline: Italy made AI headlines when its data protection authority temporarily banned OpenAI’s ChatGPT in 2023. Since then, the Government is seeking to take a more balanced "middle way" approach that combines promoting AI innovation with upholding ethical standards in society. Nevertheless, Italy is continuing to break the mould by being the first European country to introduce further AI legislation on top of the EU’s AI Act.

The context: Italy’s startup culture has historically lagged behind that of other major European countries, but the tide is beginning to turn. The country is attracting increasing levels of VC investment and rapidly becoming a hub for digital B2B startups, with the first foundational LLM trained exclusively in Italian now available for businesses to use. The Government is supporting the investment landscape with a €1 billion state-backed investment fund specifically for AI projects. Additionally, the Government has pledged to invest €10 billion in 2024 to develop its chips industry, including the planned construction of two new semiconductor manufacturing plants.

The strategy: Italy is looking to create an "Italian way" on AI leadership that prioritises human-centric and ethical AI development. It has reinforced its National AI Strategy and the EU AI Act with a domestic AI Bill that tightens regulation beyond the scope of the AI Act in areas of particular societal or economic risk, such as health, employment and intellectual property.

What this means for founders Copy link

If, as expected, the domestic AI Bill becomes law, founders establishing a presence in Italy will need to ensure their products and services comply with both the EU AI Act and the Italian law, particularly in areas like copyright and data protection where Italy’s legislation is likely to go further than the AI Act.

Forward Look Copy link

Italy is using its G7 Presidency to establish its AI leadership credentials. Copy link

The Government is aiming to stamp the "Italian way" model of ethical AI development onto the global governance picture beyond Italy’s 2024 G7 Presidency, in order to heighten the country’s reputation as an AI leader and attract more investment.

Italy’s publisher trade bodies are very active in the country’s policy landscape, with a particular focus on lobbying for tougher rules on the use of copyrighted works in generative AI training and deployment. We are likely to see strong interventions from these groups on this issue as Italy’s AI Bill progresses and the review period for the EU’s Copyright Directive approaches.

Timelines Copy link

Q4 2024: The Italian Senate is expected to approve the text of the AI Bill. It will then progress to the Chamber.

2025: The AI Bill could become law as early as 2025.

Tier 2: The Details Copy link

Policy and Legislative Landscape Copy link

INITIATIVE

DESCRIPTION

In April 2024, the Government introduced a new National AI Strategy for 2024-2026, reinforced by the introduction of an AI Bill to guide its implementation (see below). The Strategy’s guiding principle is to harness AI’s potential while recognising that it should complement rather than replace human decisions and reinforce rather than undermine ethical values such as equality and privacy. 

There are four areas of focus:

  • developing Italy’s AI R&D landscape through better coordination between universities, research institutions and businesses;
  • integrating AI into public services; 
  • strengthening the AI SME ecosystem and supporting businesses to adopt AI solutions; and 
  • mitigating Italy’s AI skills shortage.

Italy has introduced an AI Bill, which has three aims: to formalise the implementation of the National AI Strategy, prepare for the implementation of the EU AI Act, and introduce supplementary national AI rules.

  • National AI Strategy: the Bill replicates the AI Strategy’s focus on adopting human-centric ethical and socially responsible AI systems. It stipulates that AI can support but not replace human decisions in sectors such as healthcare, public administration and the judiciary, and must not compromise gender equality or non-discrimination practices in employment settings.
  • EU AI Act: the Bill prepares for the AI Act by empowering the Government to enshrine the EU rules in national legislation and by designating the Digital Italy Agency (AgID) and the National Cybersecurity Agency (ACN) as the national competent bodies responsible for monitoring the implementation of the AI Act in Italy.
  • Supplementary rules: the Bill introduces additional measures in specific sectors beyond the National Strategy and AI Act. These include extra data protection measures in certain settings (e.g. healthcare), amendments to copyright law to introduce greater transparency over the source of AI generated materials and mechanisms for redress, and the criminalisation of deepfakes and AI-enabled impersonation or fraud.

Policymakers Copy link

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Italy’s main tech and innovation-focused department, with responsibility for implementing the Government’s digital transformation objectives across the public and private sectors. Along with the AgID (see below), it is responsible for developing and managing the National AI Strategy.

Enforcers Copy link

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DESCRIPTION

Responsible for implementing Italy’s digital strategy and promoting innovation through the adoption of digital technologies in society. Along with the ACN (see below), it has been designated in the AI Bill as Italy’s national competent authority to oversee the provisions of the EU AI Act and the country’s forthcoming AI legislation. The agency is also responsible for regulating Italy’s digital identity system, facilitating access to digital services, improving digital skills, and promoting the adoption of digital technologies across other policy areas (e.g. health and education).

Responsible for overseeing Italy’s cybersecurity and resilience frameworks. This includes working with the research community to promote digital sovereignty and resilience in Italy and to participate in EU coordination measures on this topic. Together with AgID, it has been designated in the AI Bill as Italy’s national competent authority to oversee the provisions of the EU AI Act and the country’s forthcoming AI legislation (with a particular focus on AI security and safety).

Innovation Champions Copy link

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Italy’s main lobby group for tech and innovation representing investors and entrepreneurs. Its mission is to promote the development of Italian tech companies and raise awareness among private and public stakeholders about the role of startups in economic growth.

A trade association that serves as the representative body for startups, scaleups, SMEs and innovation centres in Italy.

The Netherlands Copy link

Tier 1: The Overview Copy link

State of Play Copy link

The headline: In perhaps a world-first, the Dutch Government fell in 2021 as a result of a technology event: a scandal that saw 1.4 million people unfairly categorised as child benefit fraudsters by a biased algorithm. Since then, the Dutch Government has championed transparency as a key guiding principle for AI governance in the public sector, whilst investing in the necessary skills and infrastructure to keep the Dutch AI ecosystem open and thriving.

The context: Within Europe, the Netherlands ranks 6th for VC investment. The Dutch AI ecosystem is benefitting from near total connectivity with 98% fast broadband coverage and 99% 4G coverage. It has a strong talent pipeline thanks to world-class R&D universities and the world’s largest research network for AI (CLAIRE), as well as a large data centre market in Amsterdam.

The strategy: Traditionally, the Dutch have taken what they call a ‘triple helix approach’ to nurturing their AI ecosystem: establishing clear links between the public, private and research sectors, including through initiatives like the Netherlands AI Coalition (NAIC). Through its Government-wide vision on Generative Al, and the establishment of public algorithm registers, the Dutch Government is keen to create an open and consultative approach to its policies and laws for AI.

What this means for founders Copy link

Since Brexit, the Netherlands have been vying to become the digital gateway to Europe. The Dutch Government has been funnelling innovation funding for startups and scaleups through initiatives like Innovation Credits, the Seed Capital Scheme, the Dutch Venture Initiative, as well as public-private investment initiatives like Invest-NL Deep Tech Fund to bridge the gap between research and commercial viability.

At the same time, the Dutch Government’s efforts to make algorithmic transparency mandatory for AI technologies deployed in the public sector, means that founders deploying AI in the Netherlands will likely face demands from their clients to show that their systems meet the same requirements. Furthermore, there are signs that these obligations will be extended to private companies too. 

Forward Look Copy link

As of July 2024, the Netherlands has a new, right-wing coalition Government under the leadership of technocrat Dick Schoof. Copy link

Zsolt Szabó has been appointed as State Secretary for Digitalisation and Kingdom Relations. He has previously noted that centralised AI will be a priority.

Tier 2: The Details Copy link

Policy and Legislative Landscape Copy link

INITIATIVE

DESCRIPTION

In recognition of the fact that the Netherlands will not be able to compete globally on all fronts, the Government published this strategy to set out ten priority technologies, including AI. The strategy focuses on spurring collaboration between research institutes, developing testbeds for new AI technologies, improving access to financing to reduce the risks associated with investing in innovative companies.

At the start of 2024, the Dutch Government set out its vision on the development and use of generative AI in the Netherlands. It is presented as ‘an iterative and learning approach’, and will be monitored to establish if any new actions or policies are necessary. 

The actions contained in this vision include close monitoring of technological, legal and enforcement developments in generative AI, as well as increasing skills and innovation.

Following the example of Amsterdam's AI register, the Dutch Government launched a full register of algorithms used in the public sector. It was introduced to foster openness about algorithms and their application, and to instil trust in the use of AI technologies used in the public sector.

In effect since July 2019, public road tests involving self-driving vehicles without drivers present are allowed under certain conditions, making the Netherlands one of the first countries in Europe to pave the way for self-driving vehicles.

Policymakers Copy link

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The Government department in charge of instilling confidence in the use of AI in the public sector, as part of its remit to digitise public services. 

The Ministry has established a ‘Rijks AI-validatieteam’ (Government AI Validation Team) to facilitate publicly available benchmarking and tooling - such as bias detection - to provide guardrails for responsible generative AI. 

It has also set up the Social and Economic Council (SER) which will assess the impact of AI on labour productivity as well as the availability and quality of work.

The lead Government department for the National Technology Strategy, the Ministry of Economic Affairs is working with industry under the Government-wide vision on generative AI to identify where barriers to innovation exist and where the Government can contribute.

The Ministry has invested substantially in the National Education Lab AI (NOLAI) for a period of ten years. Teachers, scientists, and companies collaborate to responsibly develop and evaluate advanced digital innovations in primary education. For instance, AI is being utilised to develop a centralised teacher dashboard and to offer customised assistance to students in their learning.

A Government agency helping entrepreneurs and organisations to invest, develop and expand their businesses and projects, both in the Netherlands and abroad. 

Access to innovation funding and venture capital is funnelled through Innovation Credits, the Seed Capital Scheme and the Dutch Venture Initiative - all overseen by the Agency.

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Designated as the ‘algorithm watchdog’ in the context of the public algorithm register, it publishes the AI & Algorithmic Risks Report Netherlands. This makes it the most likely candidate to be designated as the Netherlands’ national competent authority for overseeing the EU AI Act, although this has not yet been confirmed.

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National startup accelerator that works with VCs and the Government to influence startup policy.

A public-private partnership that includes industry, academia and civil society with a mission to accelerate AI development and collaboration in the Netherlands for the public good. Initiatives it oversees include the Breaking Barriers programme, set up to identify barriers for startups and scaleups through specific pilot projects.

A research collaboration initiative between industry, Government, not-for-profit partners and knowledge institutes. Researchers are deployed to specific eligible companies to help solve specific AI problems. 

This fund is open to investment proposals from AI startups in the Netherlands; co-investing with private investors in early-stage startups, assessing them on business potential and competitiveness. The Fund aims to bridge the gap between research and commercial viability.

Trade association for startups offering innovation policy advocacy and networking events.

Tier 1: The Overview Copy link

Introduction Copy link

The headline: The Spanish Government has been a first mover on implementing the EU’s AI Act, as the first member state to create a competent authority for the Act’s enforcement, and launching the first regulatory sandbox.

The context: Responding to criticism that VCs in Spain had traditionally been too risk-averse to invest in tech startups, recent investment figures have shown a more positive investment trend in the country. The Spanish Government has focused intervention on public-private investment in the skills and infrastructure required to drive uptake of AI in both sectors, with a clear focus on AI for citizens’ benefit.

The strategy: Spain’s €1.5 billion National AI strategy in Spanish only is focused on reducing social inequality and promoting AI adoption in the private and public sector. The strategy capitalises on Spain’s supercomputing capabilities, aims to incentivise sustainable storage capabilities, and announces the creation of Spanish language foundation models (in partnership with IBM) to make up for the lack of linguistic diversity in current models.

What this means for founders Copy link

Spain's ambition to attract businesses that want to develop responsible and sustainable AI means there are plenty of initiatives for founders to get involved in. ENISA, the innovation organisation charged with implementing the National AI Strategy and Kit Consulting, the Government’s main support programme to help startups adopt AI are two such initiatives, as well as the €2bn taxpayer funded Next Tech Fund to help high-impact and high-tech startups scale. 

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The Spanish Government is set to continue its work on implementing the EU AI Act and its National AI Strategy in collaboration with industry. Copy link

An International Advisory Council on Artificial Intelligence has been set up with key leading industry figures, and the Government plans to continue consulting with this body throughout the implementation of the National AI Strategy in 2024-2025. The Spanish AI Supervision Agency (AESIA) is currently being recruited and set up to start its mandate as Spain’s AI regulator.

Spain is also set to bolster AI’s underpinning infrastructure, with the MareNostrum 5 supercomputer due to become operational in 2025, in addition to launching the Spanish language foundation model ‘ALIA’ in the same year. Recognising the cyber security risks attached to AI development and deployment, a Cybersecurity Law will be introduced to create a clear framework and improve the protection of information systems, networks and data. 

Tier 2: The Details Copy link

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In May 2024, the Spanish Government published a National Artificial Intelligence Strategy, as a follow up to an earlier 2020 strategy. Of particular interest to founders is €350 million being budgeted to speed up the adoption of AI in SMEs and €400 million of the Next Tech Fund (see below) which will be allocated to support businesses that undertake AI projects. The other key tenets of the strategy include investment in supercomputing, sustainable data storage, the creation of a Spanish language foundation language model and introduction of more robust cybersecurity laws.

Establishes a set of non-binding principles and rights that influence the interpretation of Spanish laws. These are focused on fundamental rights, equality and data protection, and lay out a couple of specific principles with regard to AI focused on algorithmic non-discrimination and human review for AI-powered decisions akin to those set out in data protection law. 

AI Sandbox

Legislated for by the Royal Decree 817/2023 in Spanish only, the AI sandbox will establish a controlled test environment in compliance with the EU AI Act, which is a key initiative for startups to trial and test their AI products under regulatory supervision before bringing them to market.

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The Government department in charge of overseeing the National AI Strategy. 

Promotes innovation, collaboration, and the adoption of AI technologies in the field of cybersecurity. 

Brings together 10 leading international experts in Artificial Intelligence and Digital Transformation to advise on the key aspects of the development of this technology, trends, challenges and opportunities.

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Spanish AI Supervision Agency (AESIA) [website not yet operational]

Within the purview of the Ministry of Economic Affairs and Digital Transformation, this agency has been established to construct a framework for the ethical development and deployment of AI. It has set ambitious targets to also contribute to setting international standards, by way of the lessons learnt through the regulatory sandbox, but has come under scrutiny for not having consulted widely with Spanish civil society so far to assess the technology’s sociotechnical effects.

The agency has been designated as the national competent authority to see the implementation of the EU AI Act. 

The AEPD were hot on Italy’s Garante heels with a preliminary investigation into ChatGPT, but haven’t followed through to date.

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A state-owned company, run under the Spanish Government’s Ministry of Industry, Commerce and Tourism, providing financing options (including loans) and advice to Spanish SMEs. It has been appointed as a key organisation to help implement the National AI Strategy.

Established as part of the National AI Strategy, this is the Government’s main financial support programme to help businesses including startups to adopt AI. 

Set up to create the next generation of Spanish unicorns, this Fund has received €2bn of Spanish taxpayers’ money to finance high-tech scaleups, either directly or through venture capital funds, corporate funds, or other investment vehicles.

Investments will primarily be aimed at bringing companies to the scaleup stage. The minimum investment ticket is €3 million, although the Fund may also invest in startups with investment tickets of around €1 million, as long as companies focus on technological development projects in Deep Tech technologies such as AI.

The largest startup association in Spain offering legal advice to assist entrepreneurs seeking to set up their own business, as well as routes to public and private financing.

An organisation made up of more than 550 companies from key sectors of the digital economy with the goal of making Spain and Europe an optimal environment for development and growth. As part of their model they offer members opportunities for lobbying as well as dissemination, research, the promotion of collaboration models with institutions and the generation of trust and self-regulation systems in the digital environment. They also operate a voluntary transparency certification scheme

Tier 1: The Overview Copy link

Introduction Copy link

The headline: Home to Europe’s tech success story Spotify, Sweden has a strong record in strategic AI development, particularly within large export companies, and boasts a high percentage of startups per capita primarily clustered in Stockholm.

The context: Having launched a first AI strategy in 2018, the Swedish Government has now moved to establish an AI Commission (AIC) Swedish only to conduct a comprehensive analysis of prevailing ‘conditions’ in Sweden, i.e. whether existing educational and legislative structures are sufficient to meet the future needs for AI use and development. The most recent AI-specific strategy to come out of Sweden was launched by industry and civil society (AI Sweden) to guide policymakers’ thinking.

The strategy: Recent Government intervention has focused on tightening foreign direct investment rules into Swedish companies, including in ‘emerging technologies and other strategic technologies’, and ‘dual use products’, such as AI, quantum computers and other technology that may have future or current significance for essential public services.

What this means for founders Copy link

Sweden’s innovation agency, Vinnova, has been spearheading work on testbeds, including in the field of AI, and on specific funding options for AI startups. Wider support and funding is also available through AI Sweden’s AI startup programme, and the Wallenberg AI, Autonomous Systems and Software Program which regularly calls for pilot projects in the fields of AI basic research.

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As Sweden moves towards implementing the EU AI Act, it will be interesting to see what other actions the Swedish Government will take to complement the EU’s regulatory framework. Sweden’s innovation agency has called for a more strategic approach to AI development from the Government, which, to date, has not received a formal response. 

Tier 2: The Details Copy link

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National Technology Strategy (NTS)

Published in January 2024, the strategy includes an AI-focused long-term investment plan to bolster the international competitiveness of Swedish companies. Part of its mission is to produce a framework under which the Government can more effectively promote and increase state support to advanced AI and public-private partnerships.

The NTS represents the most ambitious technology project to be rolled out by prime minister Ulf Kristersson’s centre-right coalition since it took office in 2022. 

Foreign Direct Investment Act (FDIA)

Passed into law on 13 September 2023, this is the first law in the Swedish law-book to explicitly cover protections for AI technologies, in the context of foreign direct and indirect investment in Swedish companies.

The law covers ‘emerging technologies and other strategic technologies’, and ‘dual use products’, such as AI, quantum computers and other technology that may have future or current significance for essential public services. 

It provides for stricter regulations to protect sensitive personal data and location data as defined under General Data Protection Regulation laws.

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AI Commission (AIC)

As part of the National Technology Strategy, the AIC was established to contribute to AI policy. It is chaired by Carl-Henric Svanberg, the former CEO of Ericsson and the present chairman of Volvo, and has been tasked with analysing whether existing educational and legislative structures are sufficient to meet the country’s future needs in AI use and development.

Responsible for funding local Swedish businesses and startups. There is currently no AI specific support available, but startups can apply for more generic funding

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The Swedish Data Protection Authority identified AI as a key enforcement priority in its latest annual report. This makes it the most likely candidate to be designated as Sweden’s national competent authority for overseeing the EU AI Act, although this has not yet been confirmed.

It is also the first regulator in Sweden to operate a regulatory sandbox. Its first project focused on federated machine learning of AI in healthcare, and the second on sensors as an alternative to camera surveillance to measure safety in public spaces.

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Sweden’s innovation agency which funds SMEs for their first projects in AI. In a recent call for project proposals participants could apply for a maximum of SEK 500,000 (approx. €48,800). 

The national centre for applied AI was established to accelerate the use of AI for public good and increase Swedish competitiveness.

AI Sweden has set up nodes and co-location areas to encourage collaboration in AI innovation across Sweden.

Sweden’s research and innovation institute which partners internationally with industry, academia and the public sector.

An important actor for AI development in Sweden, the Knut and Alice Wallenberg foundation runs Sweden's largest research programme linked to AI: the Wallenberg AI, Autonomous Systems and Software Program (WASP), where SEK 6.3 billion has been ring fenced in support of AI basic research and training of researchers for Swedish industry. 

The leading startup association in Sweden, providing policy advocacy and events to connect startups with policy makers. Runs the online platform startup people, offering best practice advice, fundraising resources and community networking opportunities.

Switzerland Copy link

Tier 1: The Overview Copy link

Introduction Copy link

The headline: Switzerland is fast emerging as a European leader in AI, alongside the UK and France. It has a business environment already suited to innovation, with particular strengths in the life sciences, pharmaceutical and financial services industries, and is also home to a strong research base through the AI expertise of universities such as ETH in Zurich and EPFL in Lausanne.

The context: Switzerland has ranked first in the World Intellectual Property Office’s Global Innovation Index for 13 years in a row, due to its strong research and business environment, pro-innovation policy landscape and close research-industry collaboration (through initiatives such as Switzerland Innovation), enabling the efficient transfer of technology from development to integration. Private AI investment is also growing: several leading tech companies have AI-related R&D bases in Switzerland - including IBM, Google, Novartis and Apple - and the country now ranks fourth in Europe for VC funding behind the UK, France and Germany.

The strategy: Following the adoption of the EU AI Act, the Swiss Government has tasked the Department of the Environment, Transport, Energy and Communications (DETEC) with drawing up potential approaches to regulating AI while protecting Switzerland’s thriving AI research and innovation landscape.

What this means for founders Copy link

The Swiss research and operating environment is well-positioned to support founders of innovative businesses to start and scale their businesses in the country. Of particular note is Innosuisse, the Swiss Government’s innovation agency, which provides financial support for startups (both national and international) and has a budget of upwards of €250 million per year.

Forward Look Copy link

The forthcoming AI regulation strategy is more likely to resemble the UK’s approach than the EU’s. Copy link

Despite Switzerland’s proximity to the EU, the Swiss Government has made it clear that it is not seeking to mirror the AI Act approach by introducing horizontal legislation on AI. Instead, the Government is likely to protect its burgeoning AI sector by following the UK’s pro-innovation regulation approach and integrate AI rules into existing laws.

Timelines Copy link

Q4 2024: DETEC is due to report back with recommendations on future Swiss AI regulation.

2025: Switzerland aims to formalise and implement a new AI regulation strategy.

Tier 2: The Details Copy link

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The Government’s 2018 strategy for assessing Switzerland’s capabilities for integrating new technologies such as AI into the economy. This included setting up an interdepartmental working group on AI (CNAI).

Switzerland’s updated data protection laws entered into force in September 2023 and contain provisions around the automated processing of personal data.

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The Ministry plays an active role in developing and implementing Switzerland’s AI strategy. It has been tasked with coordinating relevant Government bodies (such as the CNAI) to draw up recommendations for regulating AI, and will report back to the Federal Government by the end of 2024.

Part of the Federal Department of Economic Affairs, Education and Research, SERI designs and implements the Government’s R&D policies. It controls the funding for higher education and research bodies (including ETH Zurich), as well as running the Innosuisse and the Swiss Innovation Parks initiatives. It recently released its strategy for 2025-28, announcing a projected budget of €30 billion for the period.

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The FDPIC is Switzerland’s data protection authority, responsible for overseeing the implementation of the new data protection laws under the FADP. In November 2023, the FDPIC released guidance explaining the ways in which AI is regulated under the FADP.

FINMA regulates Switzerland’s financial services system (including digital finance technologies such as stablecoins). As part of its supervisory work, FINMA monitors the use of AI in the Swiss financial market and issues guidance on how industry should manage sectoral-specific risks.

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Overseen by SERI, Innosuisse is a Federal innovation agency whose mission is to fund and promote science-based innovation projects and bridge the gap between academia and industry to support the transfer of technologies.

Overseen by SERI, Swiss Innovation Parks are a national network of innovation hubs designed to foster collaboration between research institutions and private companies.

The main voice for entrepreneurs in Switzerland with a membership of over 1600 startups. It organises events, networking and expert guidance sessions for founders, alongside advocating for pro-innovation policies.

A network to support the commercialisation of new projects in Switzerland and foster an innovation ecosystem.

An umbrella organisation, which represent a large number of associations and organisations from the Swiss startup ecosystem that work together to promote a dynamic and competitive startup landscape, they primarily focus on economic policy issues at the national level.

A community and networking initiative from Innovaud, an innovation and investment promotion agency for the canton of Vaud, in Switzerland’s Lake Geneva region, which provides members with an opportunities for networking and events, as well as participation in special projects.