DTP: The Invisible Base of Translation & AI's Future

In our industry, we often talk about translation quality as the key success factor for any project. But I can say with certainty that the final result doesn’t begin when the translator opens a file – it starts much earlier, at the stage of technical file preparation for translation.

Even a flawless text in terms of terminology and style loses its value if the document structure is broken, formatting shifts, or design elements disappear. Moreover, the DTP stage (Desktop Publishing) largely determines whether a project looks professional or leaves the impression of an unfinished product.

The DTP and prepress team is involved at three stages of the overall file translation process:

During scoping and quoting – estimating the DTP effort and preparing a draft production file
Preparing files for translation
Final layout after translation

File preparation: the point where project controllability is built

Professional file preparation for translation is one of the most underestimated stages. In practice, it isn’t a mere technical formality – it’s a management decision that affects timelines, budget, and risk.

Preparation includes:

Checking – and often cleaning up – even editable files before translation
Converting non-editable files (PDFs, scans) into a workable format
Extracting text from graphics, as well as cleaning and restoring image backgrounds after removing the source text
Checking the completeness of supporting files
Proper setup for work in CAT tools

Sometimes this takes 20 minutes; sometimes it takes several hours. But this is exactly where scalability is built. In multilingual cases, one correctly prepared source file can be rolled out into 10–20 languages without an avalanche of technical issues.

If a document is handed over “as is,” the following becomes almost inevitable:

Loss of part of the text during automatic recognition
Broken tags in CAT tools
Distorted structure
Incorrect font behavior
Extra correction rounds
Sometimes a complete breakdown of the document — ultimately forcing the team to return to the first step: proper file preparation for translation

In technical, legal, and medical documentation, this is no longer just an inconvenience. It becomes a potential source of financial and reputational risk.

Experienced DTP specialists effectively act as technical auditors. Before linguistic work begins, they check:

Content completeness
Correct rendering of characters
Layout consistency with the original
Format compatibility
Potential issues in multilingual expansion

As a result, the project starts in the “cleanest” possible state, without hidden technical surprises.

DTP as the final filter and a driver of trust

If preparation is the foundation, final layout is the storefront.

The DTP team turns translated text into a finished product: a contract, an instruction manual, a marketing brochure, a presentation for an international tender.

High-quality DTP ensures:

Preservation of the original layout logic
Correct rendering of tables, diagrams, and graphics
Font adaptation to the specifics of the target language
Technical readiness for print or digital publishing
Brand guideline compliance, when the client requires it

Visual presentation is the first thing a client sees. In a highly competitive market, attention to detail is what creates a sense of reliability.

The technological complexity of the profession

A modern DTP specialist works with a wide range of tools. Here are just a few:

ABBYY FineReader
Adobe InDesign
Adobe Illustrator
Adobe Acrobat
Microsoft PowerPoint
AutoCAD

At the same time, the role goes beyond software skills. It also requires an understanding of typography, prepress, print vendor requirements, the specifics of digital platforms, and responsive display behavior.

AI and the evolving role of DTP

AI’s impact on preparation and layout deserves special attention. Over the past few years, AI has been actively transforming DTP practice.

Here are a few examples of how AI improves OCR and changes the workflow:

ABBYY FineReader PDF – our core tool for file recognition. The developer is constantly moving forward, and modern algorithms extract text from scans and complex PDFs far more accurately, reducing the amount of manual cleanup.
Google Cloud Vision API – this is the foundation used by Janus specialists to build our internal utility JIGSAW, which helps us prepare images for translation.
Adobe Acrobat (OCR Sensei feature) – integrated recognition powered by Adobe Sensei to restore PDF structure. In many cases, “live” PDFs can now be re-saved directly from Adobe Acrobat into editable formats.

To sum it up: AI in DTP today is not “fully automated layout with no human involvement.” It’s acceleration of individual process stages. AI speeds things up, but it doesn’t replace expertise.

In the era of automation and artificial intelligence, the combination of technology and professional DTP expertise becomes a competitive advantage.

The team as a strategic asset: the people behind DTP

When we talk about DTP as a strategic function, it’s important to remember that stable processes are built by real people.

Our department has 27 specialists. Only four have been with the company for less than four years, and 13 employees have been with us for 10 to 18 years.

In the localization market, where turnover is traditionally high, these are more than just good numbers. They reflect a mature professional environment. In a world where technology changes fast, the combination of experience, stability, and a willingness to evolve creates the foundation that quality depends on.

As the head of the DTP and prepress department, I want to thank every member of our team. Your professionalism, attention to detail, internal sense of responsibility, and calm reliability are the foundation that supports not only our layout work, but the company’s reputation as a whole.

I truly value your engagement, your readiness to support each other, and your drive to bring every project to perfection, even when timelines are tight and tasks are complex.

And I’m genuinely proud to work with a team like this.