Neural machine translation has successfully reduced costs in the intellectual property translation sector. At ASTW, we use a machine translation system that is continuously retrained with newly translated texts. The output quality naturally improves over time as the system learns from domain-specific terminology, legal phraseology, and the technical language characteristic of patent documents. 

Machine-translated texts are reviewed by linguists specialized in intellectual property, but the degree and intensity of post-editing varies—sometimes significantly—from text to text. This is because machine translation handles familiar subject matter well, but not in all cases. Technical fields with established terminology benefit most from automated translation, while emerging technologies or highly specialized inventions may require more extensive human intervention. An automated post-editing step using artificial intelligence would be valuable here. This would reduce the intensity of human post-editing and potentially decrease the risk of human error. 

ASTW and Patent Translation Quality 

At ASTW, we employ automated post-editing with an AI-based tool. The system, designed by IP-specialized linguists and trained with validated prompts, is not intended to eliminate human post-editing but to enable linguists to perform higher-quality work in less time. The AI handles systematic corrections—ensuring consistent terminology, detecting formatting errors, and identifying potential ambiguities—before the text reaches the human expert. 

This approach allows our linguists to focus on what they do best: understanding complex technical concepts, ensuring legal precision, and making nuanced decisions that require professional judgment. The result is a more efficient workflow that reduces costs while, more importantly, ensuring consistently high final quality. 

Our hybrid model combines the speed and cost-efficiency of neural machine translation with the reliability of AI-assisted post-editing and the irreplaceable expertise of specialized human linguists. This multi-layered approach represents the current state of the art in patent translation, delivering the accuracy your intellectual property deserves without compromising on turnaround time or budget. 

If you would like to learn more about our translation solutions for the intellectual property sector, contact us here 

L'articolo How ASTW is Enhancing Patent Translation Quality  proviene da ASTW.

Multilingual patent translation refers to the specialised translation of patent documents – including specifications, claims, abstracts, and drawings – from one language into another for filing, examination, or litigation purposes. Unlike general translation, patent texts demand absolute accuracy, because every term can influence the legal scope of protection. 

Trends in Demand 

Globalisation and the growth of cross-border R&D have significantly increased demand for multilingual patent translation. With rising numbers of international filings through the European Patent Office (EPO) and the Patent Cooperation Treaty (PCT), companies and law firms need translations that are not only technically correct but also legally compliant in each jurisdiction. At the same time, clients expect shorter turnaround times and cost efficiency, driving the adoption of advanced technologies such as neural machine translation and LLM-based quality systems. 

Why Patent Translation Matters 

Patents are not simply technical texts: they are legally binding documents that determine the extent of IP protection. A mistranslation can weaken a claim, cause rejection by a patent office, or even expose a company to legal disputes. This is why patent translation must be performed with both linguistic precision and legal rigour, supported by robust quality assurance processes. 

ASTW’s Workflow for Patent Translation 

At ASTW, we combine human expertise with adaptive technology to deliver reliable multilingual patent translations: 

1. Pre-analysis – preparation, segmentation, and terminology extraction. 

2. Adaptive Neural MT – client-specific machine translation engines trained on previous projects, terminology, and style. 

3. Human Translation & Editing – subject-matter linguists refine the MT output, ensuring technical and legal accuracy. 

4. LLM-based QA – large language models identify omissions, inconsistencies, and formatting issues beyond traditional QA tools. 

5. Final Review & Delivery – human review and automated checks before submission-ready delivery. 

Language Coverage 

We regularly manage English Italian, German English, French Italian, Japanese English, and Chinese English/Italian, as well as other European and Asian languages. This ensures consistent and compliant translations for global patent portfolios. 

Technology for Scale and Consistency 

Our technology stack integrates: 

• Client-specific neural MT engines for efficiency and terminology consistency. 

• Translation memories and termbases built and maintained per client. 

• LLM-driven QA systems for enhanced quality control. 

• Secure project management to protect confidentiality. 

Partner with ASTW 

ASTW delivers a future-ready approach to multilingual patent translation, blending adaptive AI with human expertise. This ensures efficiency, accuracy, and compliance across jurisdictions, helping clients protect their intellectual property worldwide. 

Looking for a trusted partner for patent translations? 
Learn more about our patent translation services

L'articolo Multilingual Patent Translation: Combining Human Expertise with Adaptive AI  proviene da ASTW.

AI can learn patent-specific terminology within a given field, adapting style to the formal requirements of patent offices. This is especially useful in the case of patent families, where the same text must be adapted to multiple jurisdictions while maintaining terminological consistency.

The role of the technical-legal translator does not disappear

Despite technological advances, the technical-legal translator remains a key player. AI does not understand the legal context in which a patent operates: it can produce translations that are formally correct but conceptually wrong, with potentially serious legal consequences.

The specialized translator:

• Correctly interprets language, where a single word can change the scope of protection.
• Verifies consistency with the official terminology of patent authorities.
• Adapts the text to the regulatory particularities of each country, avoiding misunderstandings that may weaken the protection of the invention.

The risks of accidental disclosure

One of the most critical aspects concerns data security. Many free or non-compliant machine translation systems may store translated texts on their servers. For a patent document that has not yet been published, this could amount to premature disclosure of the invention, leading to loss of novelty.

The main risks include:

• Breach of confidentiality: sensitive texts accessible to third parties.
• Loss of rights: disclosure that may compromise filing.
• Non-compliance with data protection regulations (e.g. GDPR).

For this reason, it is essential to use private and secure NMT solutions, hosted on dedicated servers or certified ISO 27001 cloud platforms, with settings that prevent data storage.

Best practices for safe and strategic use

To combine technological efficiency with legal protection, organizations operating in the patent field should:

• Implement a customized NMT engine trained on proprietary patent corpora.
• Integrate qualified human post-editing into every translation intended for official filing.
• Establish security policies that prohibit the use of unsafe free tools.
• Monitor engine performance to ensure consistency and terminological updates.

Artificial intelligence represents a concrete opportunity to optimize time and costs in patent translation, but it requires an informed approach. The technical-legal translator, with the ability to interpret patent language and ensure regulatory compliance, remains the ultimate guarantor of quality and security.

The winning balance lies in a human-machine ecosystem: technology to accelerate, human expertise to safeguard.

L'articolo Artificial Intelligence and Patent Translation: Opportunities and Risks proviene da ASTW.

What Is Linguistic Validation? 

Linguistic validation is the structured process by which a translated clinical instrument is tested and refined to ensure that it maintains semantic, conceptual, and cultural equivalence with the original. Unlike straightforward translation, linguistic validation aims to ensure that the meaning of each item is preserved and that the target audience fully understands the content. 

This is not only a best practice — it is often a regulatory requirement, especially for instruments used in multinational clinical trials. 

The Role of Cognitive Debriefing 

Cognitive debriefing is the step that brings the instrument to real patients — typically 5 to 8 native speakers of the target language who meet the profile of the intended study population. During the debriefing session, each participant is asked to: 

• Read each question or instruction aloud 

• Paraphrase it in their own words 

• Explain what they believe it means 

• Share any difficulties, ambiguities, or cultural mismatches they perceive 

These sessions are moderated by trained interviewers — often linguists or clinicians — and typically conducted one-on-one to encourage honest feedback. The resulting insights are critical in determining whether the translated version is clear, relevant, and acceptable to the population it is intended to serve. 

Step-by-Step: The Linguistic Validation and Cognitive Debriefing Process 

1. Forward Translation 

Two independent translators produce separate versions of the text in the target language. This dual translation helps uncover nuances and alternative phrasings. 

2. Reconciliation 

A third linguist compares the two versions and reconciles them into a single, unified translation that best captures the meaning of the original. 

3. Back Translation 

A new translator, unfamiliar with the source, translates the reconciled version back into the original language. This allows reviewers to spot discrepancies or unintended shifts in meaning. 

4. Expert Review 

Medical writers or subject matter experts (SMEs) examine the translation for terminological accuracy, clinical relevance, and regulatory adequacy. 

5. Cognitive Debriefing 

The reconciled and reviewed version is tested with real patients. Their feedback provides insight into how the instrument is perceived and understood in the target culture. 

6. Finalization 

Based on cognitive debriefing results, the translation is refined. If necessary, further rounds of testing or expert input are carried out to ensure optimal clarity and fidelity. 

7. Documentation 

A comprehensive linguistic validation report is produced. This report documents each step of the process and is often required for regulatory submission. 

Why ASTW? 

At ASTW, we don’t stop at translation. Our linguistic validation team combines deep linguistic expertise, clinical understanding, and the precision of medical writing. We: 

• Conduct cognitive debriefing sessions with skilled interviewers 

• Work closely with patient advocacy groups and clinical sites 

• Tailor our approach to local regulatory needs 

• Ensure your COAs and PROs are truly patient-ready 

From oncology to rare disease studies, our validated translations support research teams in delivering better, more inclusive trials. 

L'articolo Understanding Cognitive Debriefing: A Key Step in Linguistic Validation  proviene da ASTW.

CRISPR: The Contested Technology

In 2012, researchers Jennifer Doudna and Emmanuelle Charpentier published a pioneering study on the use of CRISPR to modify DNA. Subsequently, the Broad Institute obtained a patent for applying CRISPR in eukaryotic cells, such as those of humans and animals. However, the Court of Appeals has now ruled that the U.S. Patent and Trademark Office did not adequately consider evidence submitted by the University of California, which demonstrated the feasibility of using CRISPR in complex cells through standard methods.

This new decision could reshape the distribution of patent rights, redefining the intellectual property landscape in the life sciences—a sector where patents are critical for corporate competitiveness.

Implications for Life Sciences

CRISPR technology has revolutionized genetic engineering, opening the door to potential cures for numerous genetic disorders. Controlling the patents related to this technology is not only a matter of scientific recognition but also of substantial economic value. For instance, the Broad Institute has already entered into licensing agreements worth approximately $400 million.

A decision favoring the University of California could redistribute licensing rights and impact investment and research strategies across the biotech sector. The outcome of this dispute will have far-reaching consequences, not only for the institutions involved but also for the broader innovation ecosystem. Influencing research, commercialization, and access to emerging technologies.

Conclusion

The reopening of the CRISPR patent dispute highlights the critical importance of managing intellectual property rights carefully—especially when dealing with groundbreaking technologies such as gene editing. Developments in this case should be closely followed by companies, researchers, and IP professionals, as they may redefine the rules governing the protection of biotech innovation.

L'articolo Intellectual Property and Life Sciences: UC – Broad Institute proviene da ASTW.

Market Growth and the Impact of AI

According to the Nimdzi 100 Report for 2025, the language services industry reached a value of $71.7 billion in 2024, with projected growth to $75.7 billion by 2025. At the same time, the machine translation market was valued at $982.2 million in 2022, with an expected annual growth rate of 22.8% through 2032. These figures highlight how AI is becoming a key element in the sector, offering fast and scalable solutions for translating large volumes of text.

The Evolving Role of the Translator

Despite advances in AI, the role of the human translator remains essential, especially in contexts that require cultural sensitivity and contextual understanding. The practice of post-editing is becoming increasingly common. This process allows for the combination of AI and machine translation efficiency with human precision and creativity, ensuring high-quality translations.

Challenges and Opportunities

The integration of AI in the industry presents both challenges and opportunities. On one hand, automation can reduce costs and increase translation speed; on the other hand, it raises concerns about quality and employment. A survey conducted by the Society of Authors found that over one-third of translators have lost work due to generative AI, and more than 75% fear a negative impact on their future earnings.

Emerging Trends

Among the emerging trends in the sector are:

• Advanced Localization: Adapting content not just linguistically, but also culturally, to resonate with target audiences.
• Multimodal Translation: Integrating text, audio, and video to provide more immersive experiences.
• Sectoral Specialization: Translation tailored to specific fields such as medicine, law, and technology, where terminological accuracy is crucial.
• Data Security: Ensuring the protection of sensitive information throughout the translation process.

Future Outlook

Looking ahead, the translation industry is likely to continue evolving toward hybrid models where AI and human input coexist synergistically. Ongoing training and adaptability will be essential for professionals in the field, who will need to acquire new skills to interact effectively with emerging technologies.

While AI is reshaping the future of translation landscape, the value of human expertise remains irreplaceable. The challenge will be to strike a balance that harnesses the full potential of technology without compromising the quality and integrity of translations.

L'articolo What Is the Future of Translation? proviene da ASTW.

The FTA between South Korea and the EU aimed to eliminate 98% of tariffs and reduce trade barriers on goods and services over a five-year period. Considered one of the most ambitious agreements for both parties, it promised to significantly boost bilateral trade. However, the discovery of numerous translation mistakes in the Korean version complicated the ratification process.

Discovery of the Translation Errors

In 2011, during the parliamentary review of the treaty, 207 translation errors were identified in the Korean version. These included mistranslations of technical and legal terms, as well as unauthorized omissions and additions. For example, the term “transplant” was mistakenly translated as “transfusion”, and “subsidiary” was translated as “local subsidiary”. Moreover, the Organisation for Economic Co-operation and Development (OECD) was incorrectly translated as “Organisation for Development and Economic Co-operation.”

The discovery triggered a wave of criticism toward South Korea’s Ministry of Trade. Trade Minister Kim Jong-hoon acknowledged the gravity of the situation, attributing the errors to excessive pressure on staff and a lack of proper review. He publicly apologized and emphasized the ministry’s intention to correct the mistakes and resubmit the treaty for parliamentary ratification.

Consequences for the Ratification Process

Due to the errors, the South Korean government withdrew the original text of the treaty from Parliament to make the necessary corrections. This caused a delay in the ratification process and cast doubt on the competence and reliability of official translations. Meanwhile, the European Parliament had already ratified the agreement, increasing the pressure on South Korea to quickly resolve the discrepancies.

This incident underscored the critical importance of accurate translations in legal and international documents. In response, the South Korean Ministry of Trade announced plans to review all existing and future FTA translations and to implement stricter procedures to ensure accuracy and reliability.

Sources:

• Reuters
• The Korea Herald

L'articolo Legal Translations: The Free Trade Agreement Blunders proviene da ASTW.

Most Frequently Translated Technical Documents

In the industrial and technological context, the following documents are commonly subject to translation:

• Technical manuals: Provide detailed instructions on the installation, use, and maintenance of products or machinery. Their translation is essential to ensure that end users fully understand operational and safety procedures.
• User guides: Offer operational information to help users correctly utilize a product or service. Translating these guides ensures a consistent user experience on an international level.
• Technical specifications: Describe the detailed features and requirements of products, components, or systems. Accurate translation of these specifications is fundamental to maintaining product integrity and ensuring compliance with local standards.
• Maintenance manuals: Intended for technicians, they contain procedures for the repair and upkeep of equipment or systems. A precise translation is vital to prevent errors that could compromise safety or operational efficiency.
• Safety documentation: Includes instructions and guidelines to ensure the safe use of products or processes. Translation of these documents is mandatory to comply with safety regulations in different countries.

Relying on professional technical translation services is essential to ensure accuracy and terminological consistency—key elements for high-quality translations.

Regulations Requiring the Translation of Technical Documents

In Italy and the European Union, several regulations require the translation of technical documents to ensure user safety and legal compliance. For example:

• Machinery Directive 2006/42/EC: Establishes that all machinery must be accompanied by technical documentation, including user and maintenance manuals, in the official language of the country where the machinery is marketed. The goal is to ensure that operators can understand and correctly follow instructions, thereby reducing the risk of workplace accidents.
• Ministerial Decree of 22 January 2008, No. 37: Governs the installation of systems within buildings. This decree requires that system compliance declarations be drafted in Italian and, if necessary, translated to ensure understanding by end users. The declaration certifies that the system has been installed according to the “state of the art” and in compliance with current regulations. Accurate translation of such documents is essential to ensure both safety and legal compliance.
• Specific Sector Regulations: Certain sectors, such as electrical and electrotechnical industries, require the translation of technical documentation to comply with local regulations and ensure the safety of all components. The same applies to the vast majority of application areas, including HVAC, steel, and automotive industries.

Furthermore, to be legally recognized in Italy, documents and certificates issued by foreign authorities must be translated into Italian and legalized by Italian diplomatic or consular representations abroad.

The Importance of Accurate Translation

Accurate translation of technical documents is not just a matter of legal compliance, but also of ethical responsibility. Translation errors can lead to malfunctions, accidents, or regulatory violations, resulting in financial and reputational damage for companies.

Relying on professional translators with experience in the specific field ensures that technical terminology is correctly rendered and that the translated document complies with applicable regulations. Moreover, the use of advanced technologies such as translation management systems and translation memories can enhance the efficiency and consistency of technical translations.

Conclusion

The translation of technical documents is a key component for companies operating internationally. It ensures that products and services are used safely and effectively, in compliance with local regulations. Investing in high-quality technical translations is therefore essential for the success and reputation of a company in the global market.

Useful links:

• Technical Translations – ASTW
• Italian Ministry of Foreign Affairs

L'articolo Technical Documents Translation: Types and Regulations proviene da ASTW.

Employment and Productivity in the Life Sciences Sector

The share of workers employed in the life sciences sector in Italy stands at 1.7% of total manufacturing employment, ranking the country 15th in Europe. However, Italy stands out positively in terms of labor productivity in the sector, with an average productivity of €154.3 per employee—just behind Germany (€164.9 per employee) and higher than France (€135.8 per employee) and Spain (€116.1 per employee).

Investments in Research and Development

Italian companies in the life sciences sector invest €13.1 per capita in research and development, which is less than France (€32.3 per capita), Spain (€17.1 per capita), and Germany (€66.5 per capita). However, public R&D investments in the life sciences sector in Italy amount to €14.0 per capita, placing the country 7th in Europe, although still behind Germany (€24.0 per capita) and Spain (€21.1 per capita).

2024 Data

As of now, definitive data for the year 2024 regarding the impact of Italian companies in the life sciences sector is not yet available. This delay is mainly due to the time required for the collection, processing, and publication of official statistical data, which often takes several months after the end of the reference year.

Despite the lack of final data, some forecasts for 2024 indicate a positive trend for the life sciences sector in Italy. According to preliminary data, companies in the sector expect revenue growth during the current year, with 67% of respondents anticipating an increase between 5% and 20%. Organic expansion of the product portfolio is seen as the main strategy to drive innovation and growth, favoring internal strategies over acquisitions.

Italy offers an excellent research and development ecosystem in the life sciences sector, with significant investments in both the pharmaceutical and biomedical segments. The country is at the forefront of research in several therapeutic areas, including oncology, neuroscience, and infectious diseases.

Conclusions

While awaiting official data for 2024, current forecasts and trends suggest sustained growth and a significant role for Italy in the life sciences sector at the European level. The optimism of companies, combined with robust investments in research and development, indicates a positive outlook for the sector’s future in the country.

Sources:

• Economic Analysis of the Pharmaceutical Industry in Italy
• Life Sciences Leading Sector for Startup Investment: Over €303 Million in 2024
• Revitalizing Life Sciences in Italy: Which Strategies?

To learn more about our services dedicated to life sciences, click here.

L'articolo Italy’s Numbers in Life Sciences: A Continuous Evolution proviene da ASTW.

A Record-Breaking 2023 for Italian Patents

In 2023, Italy recorded 5,053 patent applications at the EPO, marking an increase of 3.8% compared to 2022. This data demonstrates the growing commitment of Italian companies to innovation and intellectual property protection, confirming the strategic role of research and development in the national economic landscape.

At the sectoral level, the industries with the greatest increase in applications were:

• Handling (packaging and handling): +14.6% compared to 2022
• Transport: +13.5%
• Medical technologies: +8.2%
• Electrical machinery, equipment, and energy: +15%, with a strong interest in clean energy technologies

The most active regions in patent filings were Lombardy, Emilia-Romagna, and Veneto, which remain among the most innovative regions in Europe.

2024 Trends

Although official data for 2024 is not yet fully available, some preliminary insights provide interesting information:

• Increase in patent requests under the Patent Cooperation Treaty (PCT): In 2024, the opening of the Italian national phase from PCT grew by 14%, from 220 to 251 applications. Of these, 199 concern patents for industrial inventions, and 52 for utility models.
• International interest: Italy continues to attract foreign patents. Applications filed by foreign applicants mainly come from:
  • China: 71 applications
  • United States: 53 applications
  • Italy: 31 applications
  • Japan: 30 applications
• Unified Patent: Introduced in June 2023, it saw increasing adoption in 2024. Requests for unitary effect represented over 25% of new European patents. Specifically, the medical technology sector accounted for 12% of requests, while the pharmaceutical sector adopted a more cautious approach.

Related: The Patent System in Europe – An Overview

Outlook for 2025

Italy is increasingly establishing itself as a hub for patent innovation in Europe, with a strong rise in industrial, medical, and energy technologies. Companies are investing in the protection of their innovations, while the Unitary Patent opens new opportunities to simplify the protection of intellectual property rights.

To stay updated on official data for 2024 and 2025 forecasts, it is advisable to regularly consult the official publications of the Italian Patent and Trademark Office (UIBM) and the EPO, which provide detailed data on new patent trends.

L'articolo Italian Patents: Trends for 2024 and 2023 proviene da ASTW.