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Preparing Your Knowledge Base for the Future of Intelligent Systems with STE

The landscape of information is rapidly transforming. Large Language Models (LLMs) and Generative AI are no longer concepts of tomorrow but powerful tools reshaping how we create, process, and consume knowledge today. Yet, the true potential of these AI systems hinges on one critical factor: the quality of the data they are fed. As the adage goes, “Garbage In, Garbage Out” applies more strongly than ever to Artificial Intelligence.

What Makes Documentation “AI-Ready”?

For AI models to perform optimally – whether generating content, answering complex queries, or translating vast amounts of text – they demand specific characteristics from their input documentation:

• Unambiguity: AI struggles with interpretation. A single word or phrase with multiple meanings can lead to incorrect inferences or “hallucinations”.
• Consistency: Predictable sentence structures, consistent terminology, and uniform phrasing enable AI to learn patterns more effectively and retrieve information accurately.
• Structured Language: While LLMs can handle unstructured text, highly structured, logical content allows for more precise analysis and generation.
• Controlled Vocabulary: A limited and defined set of words reduces synonymy (multiple words for the same thing) and homography (one word with multiple meanings), which are common challenges for AI.

This is where the principles of clear human communication unexpectedly converge with the demands of artificial intelligence.

Simplified Technical English: The Original AI-Friendly Language

Long before the current AI revolution, Simplified Technical English (STE), formalised as ASD-STE100, was meticulously developed to enhance clarity and reduce ambiguity for human readers, particularly non-native English speakers. It achieves this through a carefully selected controlled vocabulary and a set of precise writing rules (e.g., short sentences, active voice, avoiding jargon).

What’s fascinating is that the very characteristics that make STE easy for humans to understand also make it remarkably machine-readable. By enforcing consistency, limiting vocabulary, and simplifying sentence structures, STE inadvertently created a language that is inherently optimised for computational processing. It removes the linguistic “noise” and uncertainty that often befuddle AI systems.

Specific Benefits of STE for AI-Driven Workflows

Adopting Simplified Technical English is no longer just about human comprehension and compliance; it’s a strategic move to future-proof your documentation for an AI-powered world:

• Enhanced Machine Translation (MT) Quality:
  • STE significantly improves the quality of machine translation output by eliminating ambiguity and linguistic complexity. This leads to cleaner initial translations, fewer post-editing cycles and, ultimately, lower translation costs for global organisations.
• Improved Content Reusability for AI & Automation:
  • STE-compliant content is naturally more modular and atomised. This makes it easier for AI-powered content management systems to identify, segment, and repurpose content blocks for various outputs, from automated summaries to new content generation.
• More Accurate AI-Powered Search & Information Retrieval:
  • With consistent terminology and simpler sentence structures, AI-powered search engines, chatbots, and virtual assistants can more accurately find, interpret, and present information from your documentation. This dramatically reduces instances of “hallucinations” or incorrect responses from conversational AI.
• Streamlined Data Input for LLMs & Knowledge Graphs:
  • The structured and unambiguous nature of STE provides cleaner, more reliable input for training LLMs or populating knowledge graphs. This results in more robust AI models and more trustworthy outputs across your enterprise.

Future-Proofing Your Documentation Investment

In an era where data is the new currency and AI is the engine, the quality of your organisation’s knowledge base will dictate its competitive edge. Investing in Simplified Technical English is not just about refining existing documentation; it’s about making a strategic move that prepares your entire information architecture for seamless integration with future AI advancements. It means less rework, higher data integrity, and more reliable AI-driven insights down the line.

Ready to Master Simplified Technical English and Prepare for AI?

Understanding how to apply the principles of Simplified Technical English – including the latest updates in ASD-STE100 Issue 9 – is crucial for optimising your documentation for both human comprehension and the power of Artificial Intelligence. Our tailored STE training programmes are designed to equip your team with the practical skills needed to implement these standards effectively and future-proof your content strategy.

Learn more about our upcoming training sessions and secure your spot today!

Introduction

In the age of automation and artificial intelligence, there’s a common misconception that technical writing is a dying profession. However, reality is quite the opposite. As technology continues to advance, the role of technical writers becomes even more crucial in ensuring that complex information is communicated effectively and accurately.

The Evolving Role of Technical Writers

Despite the advancements in technology, human interaction remains essential in the field of technical writing. Software and automation tools can assist with tasks like formatting and style checking, but they cannot replace the creativity, judgment, and interpersonal skills that a skilled technical writer brings to the table.

Today, technical writers are expected to be more than just writers; they are communicators, collaborators, and creative thinkers. The shift towards a more creative and collaborative approach is driven by the need to produce documentation that is not only informative but also engaging and user-friendly.

The Cost-Effective Solution

One strategy that can enhance the effectiveness of technical writing is the use of Simplified English. While it might seem counterintuitive to simplify technical language, adopting Simplified English can actually make documentation more clear, concise, and accessible to a wider audience. By eliminating unnecessary jargon and complexity, technical writers can ensure that their content is easier to understand and apply.

Investing in training and development for human technical writers is a far more cost-effective solution compared to investing in expensive AI tools which do not always guarantee results.

While these tools can be helpful for certain tasks, they cannot fully replicate the nuanced understanding, critical thinking, and creative problem-solving skills that human writers bring to the table. By investing in training, organisations can empower their technical writers to excel in their roles and produce high-quality documentation that meets the needs of their audience.

Beyond Cost-Effectiveness

Investing in technical writer training offers several additional benefits beyond cost-effectiveness. Human writers can:

• Provide context and nuance: They can understand the broader context of a project and tailor their writing accordingly.
• Build relationships: They can foster strong relationships with subject matter experts and stakeholders, leading to better collaboration and understanding.
• Adapt to change: They can quickly adapt to changes in project requirements or industry trends.
• Innovate: They can contribute to innovative solutions and approaches to technical communication.

While technology can certainly assist technical writers, it cannot replace the unique skills and abilities that human writers bring to the table. By investing in training and development, organisations can ensure that their technical writing teams are equipped to meet the challenges and opportunities of the future.

🔗 Learn more about this international writing standard: www.asd-ste100.net.

🔗 Learn more about what the STE standard can do for you: https://www.shufrans-techdocs.com/simplified-technical-english-case-study/

🔗 Ongoing STE workshops: https://www.shufrans-techdocs.com/online-ste-workshop-2-day-training-course/

*Course fee includes exercises, learning aids, certificate of completion, and 120-day post-training support.

⁺⁺A group discount of up to €500 is applicable when two or more participants sign up for the same event. Send us your questions: enquiry@shufrans-techdocs.com.

🏷️ A €210 fee discount is applicable when you also sign up for 🆕 Certified STE Masterclass | Europe Online.

What’s Included & Incentives

• Inclusions: Course materials, practical exercises, learning aids, a certificate of completion, and 120 days of post-training support.

• Group Discount: Save up to €500 when two or more colleagues register for the same cohort.

• Bundle Offer: Receive a €210 fee discount when you also register for the upcoming Certified STE Masterclass | Europe Online.

• Enquiries: Have questions or need a custom corporate booking? Send us a message at enquiry@asd-ste100.net.

Summary of Simplified Technical English (STE)

Simplified Technical English (ASD-STE100) is the internationally recognised controlled language specification designed to make complex technical manuals clear, unambiguous, and easily understood by a global audience. In today’s enterprise landscape—where automated translation engines and AI-assisted workflows rapidly scale content output but also multiply linguistic errors—upstream standardisation is more critical than ever.

By eliminating ambiguity and enforcing strict syntactic control, STE protects your documentation pipeline, acts as a reliable grounding layer for automated systems, drastically reduces translation costs, and prevents costly operational risks. While often a formal requirement for aerospace and defence maintenance documentation, STE is readily adapted across all high-compliance technical industries. Led by Shumin Chen, this foundational training teaches participants how to correctly and effectively apply STE rules in practice, navigate common writing pitfalls, and correct the frequent misinterpretations of core guidelines that undermine technical quality.

Why select a Simplified Technical English training with Shufrans?

Shumin is a very knowledgeable STE instructor. She kept the course interesting and was always open to our questions/feedback. The introduction to Simplified Technical English has been greatly beneficial for my understanding of what the specification entails. In terms of preferred rules, I cannot pinpoint a specific set of STE writing rules as they are all valuable. This was my favorite part of the course as I enjoyed analyzing how other writers went about using STE to best apply it to their line of work.

The rewriting workshop in Simplified Technical English training Europe was my favorite part of the course as I enjoyed analyzing how other writers went about using STE to best apply it to their line of work. I would highly recommend this course to all technical writers. Shumin Chen takes the time to clearly explain the rules of STE. A very attentive instructor, indeed. If given the chance, I would really enjoy working along side her. Michael Palmieri, Documentation Specialist, AON3D | The Advanced Additive Manufacturing Platform

STE Course Outline*

We’re committed to providing the highest quality learning experience in all our online workshops. Therefore, we’ve made the decision to cap all our online workshop session sizes at just five participants, starting 5 May 2025.

This intimate virtual environment fosters richer discussions, more personalised feedback, and a greater overall impact on your understanding and application of key technical communication standards like Simplified Technical English. Learn better, communicate better, across all our courses. This two-day Online STE Workshop includes interactive training, exercises, and a 120-day post-training consultation.

Day 1: Classroom Training & Foundations

• Practical overview of Simplified Technical English (ASD-STE100) and why strict structural control is essential for modern technical documentation.

• How STE ensures absolute clarity for both native and non-native speakers across global audiences.

• The direct risk-mitigation and cost benefits of adopting the STE international writing standard in high-compliance environments.

• Core writing rules and how to apply them systematically in daily practice.

• Mastering the general vocabulary lexicon: Approved and unapproved words, and the strict structural rationale behind them.

• Eliminating ambiguous phrasing, noun clusters, and syntactic drift that undermine technical accuracy.

• Establishing a rigorous baseline for clear, human-readable documentation that withstands automated review and translation workflows.

Day 2: Practical Application, Review, & Exercises

• How to deal with industry-specific terminology and integrate specialised nouns safely into controlled writing.

• How to apply STE across various documentation types (such as maintenance manuals, service bulletins, and operating procedures).

• How to implement STE frameworks with minimal disruption to ongoing production and existing documentation archives.

• Practical hands-on workshop session for applying strict STE rules directly to your own company documents.

• Systematic review, live editorial breakdown, and discussion of participants’ own documents to reinforce learning.

• Collaborative review of common error patterns and alternative phrasing solutions.

• Final classroom presentation of edited documents to establish a repeatable, high-integrity quality standard for your team, directly reducing the cost of creating and maintaining technical publications.

*Shufrans also offers customised ASD-STE100 training solutions tailored to meet your specific requirements. These courses are normally provided at the customer’s premises.

Who should attend this Simplified Technical English training?

• Executive Leadership & Strategy: CIOs, CTOs, COOs, and Compliance Managers

• Documentation & Editorial Leads: Documentation Managers, Editors, and Technical Writers

• Engineering & Technical Specialists: Engineering Managers, SMEs, Software Research Engineers, Service Engineers, and AI Content Engineers

• Operations & Support Teams: Maintenance, ILS, Operation, Product, and Project Managers, plus Customer Support

• Training & Content Creation: Instructional Designers, Translators, Translation Managers, and Technical Illustrators.

What technical writing outcomes to expect?

Our interactive training, exercises, and workshop will equip participants to standardise content and achieve measurable operational outcomes:

• Enhanced Communication & Efficiency: Authors will gain the structural discipline required to create clear, consistent, and easily translatable technical documentation—providing a reliable grounding layer for automated translation engines and AI-assisted workflows, facilitating seamless global communication, and streamlining the authoring process.

• Improved Operational Safety & Reduced Downtime: By mastering STE principles, teams will produce unambiguous documentation that eliminates procedural misunderstandings, directly safeguarding operational safety and driving a measurable reduction in costly AOG/downtime and human error.

• Optimised Lifecycle Support & Cost Reduction: Standardisation enables modular writing, semantic consistency, and efficient content reuse. This optimises product lifecycle support, future-proofs documentation against shifting publishing stacks, and significantly reduces the overall cost of creating and maintaining technical publications.

What customers are saying..

The introduction in Simplified Technical English training Europe was a good and concise way to familiarize yourself with STE basics. I’ve a background in plain language, so for example the rule on noun clusters makes perfect sense. I’m all about simplification, so substituting verbs like “eliminate” for verbs like “remove” or “stop” will be my new quest. The STE exercises were helpful in getting to grasp with STE during the training workshop. I’d very likely recommend this course to anyone planning to introduce STE as it’s got a great practical angle. Jenni Virtaluoto, PhD, Senior Lecturer, University of Jyväskylä, Finland

ASD-STE100 Trainer’s qualifications

Ms. Shumin Chen, principal trainer and consultant at Shufrans TechDocs, received her professional on-the-job training in the field of Simplified Technical English under the tutelage of Dr Frans Wijma, a renowned linguist and documentation expert. Together as an experienced global team, they combined their expertise to benefit enterprise clients worldwide, having delivered training and consultancy services to over 200 companies to date. Shufrans TechDocs stands as an industry leader with unmatched depth of experience in providing certified Simplified Technical English training in Europe.

Shumin has guided numerous organisations through their complex documentation and standardisation needs. Although STE was originally developed for the aerospace industry—specifically for aircraft maintenance manuals—she has successfully demonstrated that its foundational principles provide an essential governance framework across a wide range of technical sectors, including machinery, IT, automotive, energy, and medical equipment.

As enterprises increasingly deploy automated translation engines, LLMs, and AI-assisted content workflows, Shumin’s approach proves that strict linguistic control is more vital than ever. Because structural clarity and syntactic discipline are universally required, few, if any, changes to the specification are necessary to adapt STE as a reliable upstream grounding layer for modern digital and AI-driven publishing stacks.

*Course fee includes exercises, learning aids, certificate of completion, and 120-day post-training support.

⁺⁺A group discount of up to €500 is applicable when two or more participants sign up for the same event. Send us your questions: enquiry@asd-ste100.net.

🏷️ A €210 fee discount is applicable when you also sign up for 🆕 Certified STE Masterclass | US Canada Online.

Summary

Simplified Technical English (ASD-STE100) is a controlled language designed to make technical manuals clear, unambiguous, and easily understood by a global audience. Mandated or recommended by key military and commercial specifications, STE reduces translation costs and serves as a vital upstream grounding layer for automated translation engines and AI workflows.

Led by Ms. Shumin Chen (Shufrans TechDocs), this training guides participants through the correct and effective practical application of STE, addressing common writing errors and the frequent misapplication of core rules across all technical industries.

For enquiries and registration: enquiry@asd-ste100.net

Course outline*

We are committed to providing the highest quality learning experience across all our online workshops. To ensure richer discussions, deeper document reviews, and maximum individual impact, all online workshop sessions are strictly capped at just five participants.

This intimate virtual environment fosters precise feedback and mastery of key technical communication standards like Simplified Technical English. Each three-day online workshop includes interactive training, hands-on exercises, and a dedicated 120-day post-training consultation period.

Day 1: Classroom Training & Foundations

• Practical overview of Simplified Technical English (ASD-STE100)

• How STE ensures absolute clarity for both native and non-native speakers across global networks

• Strategic risk-mitigation and cost benefits of adopting the STE standard

• Core writing rules and systematic daily application

Day 2: Application & Vocabulary

• Navigating the general vocabulary dictionary

• Approved versus unapproved words and the structural rationale behind them

• Handling industry-specific terminology and specialised nouns safely

• Applying STE across diverse manuals, service bulletins, and operating procedures

Day 3: Review, Implementation, & Exercises

• Hands-on workshop session applying strict rules to your own corporate materials

• Live editorial review, breakdown, and discussion of participant texts

• Implementing frameworks with minimal disruption to ongoing production and legacy documentation

• Classroom presentation and restructuring of participant documents to reinforce mastery

*Shufrans also offers customised ASD-STE100 training solutions tailored to meet your specific corporate requirements, normally delivered on-site at customer premises.

What customers are saying..

I was looking forward to the training and was not disappointed. I think that the training was valuable and would recommend that my colleagues take the training either on line or in person. Being able to send a sample document and then working on it together using my new STE skills was very helpful and valuable. Shumin was extremely knowledgeable and gave many practical examples. I hope to be able to make use of the support period post-training. Deborah Tonkin, Technical Information Engineer, Komatsu

Why select a Simplified Technical English training with Shufrans?

The introduction to ASD-STE100 was good and informative for someone like me with zero knowledge of the STE standard before. Rule 6.3 in STE writing summarizes the best of what I can take with me. There was quite a lot from the STE exercises to consume regarding grammar. Nevertheless, the worksheets were very good and helpful. I gained quite a lot of knowledge from them and they were the best part of this training workshop. Shumin was very professional and sharp as a razor. The best takeaway for me from her workshop is to give more thought to how I build my sentences rather than focussing on specific ‘allowed’ or ‘approved’ words. Jeppe Friis, Technical Inspector, Maersk Drilling Maintenance Support

Who should attend this ASD-STE100 workshop?

What ASD-STE100 workshop training outcomes to expect?

Our interactive training, exercises and workshop, will teach participants to standardise content to:

• Enhanced Communication & Efficiency: Authors will gain the skills to create clear, consistent, and easily translatable technical documentation, facilitating effective communication with a global audience and streamlining the writing process.
• Improved Operational Safety & Reduced Downtime: By mastering STE principles, teams will produce unambiguous documentation that minimises misunderstandings, directly contributing to improved operational safety and a reduction in costly AOG/downtime.
• Optimised Lifecycle Support & Cost Reduction: Training will enable modular writing and content reuse, leading to maximised consistency, optimised product lifecycle support, and a significant reduction in the overall cost of creating and maintaining technical publications.

ASD-STE100 Trainer’s qualifications

Ms. Shumin Chen, principal trainer & consultant at Shufrans TechDocs received her professional on-the-job training in the field of STE under the tutelage of Dr Frans Wijma, a linguist and documentation expert. Together as an experienced global team, they provided their combined knowledge and dedication to benefit customers worldwide. To date, they have provided training and consultancy services to over 180 companies. Shufrans TechDocs is the only company with such vast experience in providing certified STE training.

Shumin has supported various companies with their STE and other documentation needs, based on standards where possible. Although STE was developed for the aerospace industry, more specifically for aircraft maintenance documentation, Shumin found that it made a lot of sense to apply the same principles to other industries and types of documents as well. Few -if any- changes to the specification are necessary to adapt STE to industries ranging from machinery to IT, automotive to medical equipment.

Course fee includes exercises, learning aids, certificate of completion, and 120 days of post-training support.

Group discounts of up to €500 are available when two or more participants register from the same company. An additional €210 fee discount applies when your team also registers for the 🆕 Certified STE Masterclass | Asia Pacific (APAC) Online..

For enquiries and registration, contact us at enquiry@asd-ste100.net.

Simplified Technical English (ASD-STE100) is a controlled language designed to make technical manuals clear, unambiguous, and easily understood by a global audience. Mandated or recommended by specifications like MIL-STD-3048, S1000D, and ATA iSpec 2200, STE makes translations cheaper and more accurate while ensuring structural completeness.

In today’s digital landscape, STE also serves as the essential upstream grounding layer for automated translation engines, LLMs, and RAG pipelines, preventing syntactic drift and hallucinations. While a formal requirement for aerospace and defence maintenance, its rigorous principles are easily adapted across all technical industries. Led by Shumin Chen, this training teaches participants how to apply STE rules correctly in practice, avoid common writing pitfalls, and eliminate hidden operational risks.

The ASD-STE100 workshop conducted by Shufrans TechDocs made for a very good introduction to STE for new as well as intermediate users of the STE writing standard. The presentation on rules was very clear and I liked the emphasis on the fact that the rules are weighted and how one can use them flexibly. The exercises completed during this training were good and provided real world examples in technical writing in a practical way. I’d very likely recommend this course to someone else. This course is a must for any new technical writers or technical publication employees. Neil Winson, Technical Writer, Airbus Helicopters

MEA Online STE Workshop Course Outline*

We are committed to providing the highest quality learning experience across all our online workshops. To ensure richer discussions, deeper document reviews, and maximum individual impact, all online workshop sessions are strictly capped at just five participants.

This intimate virtual environment fosters precise feedback and mastery of key technical communication standards like Simplified Technical English. Each two-day online workshop includes interactive training, hands-on exercises, and a dedicated 120-day post-training consultation period.

Day 1: Classroom Training & Foundations

• Practical overview of Simplified Technical English (ASD-STE100)

• How STE ensures absolute clarity for both native and non-native speakers across global networks

• Strategic risk-mitigation and cost benefits of adopting the STE standard

• Core writing rules and systematic daily application

• Navigating the general vocabulary dictionary

• Approved versus unapproved words and the structural rationale behind them

Day 2: Practical Application, Review, & Exercises

• Handling industry-specific terminology and specialised nouns safely

• Applying STE across diverse manuals, service bulletins, and operating procedures

• Implementing frameworks with minimal disruption to ongoing production and legacy documentation

• Hands-on workshop session applying strict rules to your own corporate materials

• Live editorial review, breakdown, and discussion of participant texts

• Classroom presentation and restructuring of participant documents to reinforce mastery

*Shufrans also offers customised ASD-STE100 training solutions tailored to meet your specific corporate requirements, normally delivered on-site at customer premises.

Who should attend this Simplified Technical English training?

• Executive & Strategy: CIOs, CTOs, COOs, Compliance and Quality Managers

• Documentation & Editorial: Documentation Managers, Editors, Technical Writers, Technical Illustrators, and Graphics Specialists

• Engineering & Technical: Engineering Managers, SMEs, Software Research Engineers, and Engineers who create documentation

• Operations & Support: Maintenance, ILS, Operation, Product, and Project Managers, plus Customer Support Managers

• Training, Translation & Content: Translation Managers, Translators.

What training outcomes to expect?

Enhanced Communication & Efficiency: Authors will gain the structural discipline required to create clear, consistent, and easily translatable technical documentation—providing a reliable grounding layer for automated translation engines and AI-assisted workflows, facilitating seamless global communication, and streamlining the authoring process.

Improved Operational Safety & Reduced Downtime: By mastering STE principles, teams will produce unambiguous documentation that eliminates procedural misunderstandings, directly safeguarding operational safety and driving a measurable reduction in costly AOG/downtime and human error.

Optimised Lifecycle Support & Cost Reduction: Standardisation enables modular writing, semantic consistency, and efficient content reuse. This optimises product lifecycle support, future-proofs documentation against shifting publishing stacks, and significantly reduces the overall cost of creating and maintaining technical publications.

ASD-STE100 Trainer’s qualifications

Ms. Shumin Chen, Principal Trainer and Consultant at Shufrans TechDocs, received her professional on-the-job training in Simplified Technical English under the tutelage of Dr Frans Wijma, a renowned linguist and documentation expert. Together as an experienced global team, they have delivered training and consultancy services to over 200 companies worldwide. Shufrans TechDocs stands as an industry leader with unmatched depth of experience in providing certified STE training.

Shumin has guided numerous organisations through their complex documentation and standardisation needs. Although STE was originally developed for the aerospace industry—specifically for aircraft maintenance manuals—she has successfully demonstrated that its foundational principles provide an essential governance framework across a wide range of technical sectors, including machinery, IT, automotive, energy, and medical equipment.

As enterprises increasingly deploy automated translation engines, LLMs, and AI-assisted workflows, strict linguistic control is more vital than ever. Because structural clarity and syntactic discipline are universally required, few, if any, changes to the specification are necessary to adapt STE as a reliable upstream grounding layer for modern digital and AI-driven publishing stacks.