What Actually Happens After You Click “Submit”
A marketing director at a mid-size SaaS company once told me, point blank: “I can put this in Google Translate for free. Why am I paying $0.18 a word?”
Fair question. And the answer isn’t “because our translators are better” — although that’s part of it. The real answer is about what happens between the moment a source file arrives and the moment a finished translation gets delivered. Most clients never see this process. That’s a problem, because understanding it changes the way you think about translation costs entirely.
A professional translation agency workflow isn’t a single person typing in another language. It’s a production system — one that’s been refined over decades of trial, error, and increasingly demanding quality standards. Here’s what that system actually looks like when it’s done right.
The TEP Loop: Translation, Editing, Proofreading
The industry standard — and I mean the actual standard, not a marketing term — is the TEP cycle. Three distinct professionals touch every document. None of them see each other’s work until their own phase is complete. This separation isn’t bureaucracy. It’s the entire quality mechanism.
Phase 1: Translation
A qualified translator with demonstrated expertise in the subject matter works through the source text. Not a generalist — someone who understands the domain. Legal translations go to translators with legal backgrounds. Medical content goes to translators with clinical or pharmaceutical experience. Technical manuals go to engineers who also translate.
This matters more than non-specialists realize. A mistranslated “indemnification clause” in a contract doesn’t just read awkwardly — it changes the legal obligations of both parties. A garbled instruction in a medical device manual can create genuine patient safety risks.
The translator also works against a customized glossary and style guide. Consistent terminology across a 200-page document set isn’t optional. Without it, the same product feature gets called three different things in three different sections, and the reader loses confidence in the material.
Phase 2: Editing
A second linguist — equally qualified, different person — reviews the translation against the original source. This isn’t a spelling check. The editor is looking for:
Accuracy errors. Did the translator miss a sentence? Misinterpret a conditional clause? Drop a footnote?
Terminology consistency. Does every instance of the key term match the approved glossary?
Register and tone. Does the translated text sound like it was written for the target audience, or does it read like a translation?
According to the Globalization and Localization Association (GALA), the editing phase catches an average of 8–12% errors in first-pass translations — even from experienced professionals. Nobody produces clean first drafts at scale. Nobody.
Phase 3: Proofreading
The third linguist reads the translated text as a standalone document, without referring to the source. This simulates the experience of the end reader. The proofreader catches issues that a source-comparison review misses:
Formatting problems (broken tables, misaligned columns, incorrect numbering)
Typographical errors that slipped through editing
Unnatural phrasing that’s technically accurate but reads poorly in context
Cultural appropriateness for the target market
At this point, the document has been reviewed three times by three different professionals. The result is a translation that reads as though it was originally written in the target language. That’s the standard. And it’s the minimum for any content that represents your brand, your legal obligations, or your technical specifications to an international audience.
What This Costs — And Why “Per Word” Is the Wrong Metric
Here’s where client frustration typically surfaces. A 10,000-word document at professional rates might cost $1,500–$2,500. The client does the math: “That’s $3,500 an hour for something a machine can do in seconds.”
But the comparison is flawed. You’re not paying for machine output. You’re paying for:
| Cost Component | What You’re Getting |
|---|---|
| Domain-specialized translator | Subject matter accuracy, not generic approximation |
| Independent editor | 8–12% error correction on first pass |
| Standalone proofreader | Native-reader quality assurance |
| Glossary and terminology management | Consistency across your entire content library |
| Project management | Deadline coordination, file handling, formatting, delivery |
| Quality reporting | Measurable metrics you can show to stakeholders |
Common Sense Advisory (now CSA Research) found that poorly translated content reduces purchase intent by 75%. Seventy-five percent. The “free” option isn’t free — it’s just expensive in a different way: lost customers, compliance failures, and brand damage that compounds over time.
Beyond TEP: What Full-Service Agencies Actually Deliver
The TEP loop handles linguistic quality. But a complete professional translation agency workflow includes several steps that clients rarely think about but absolutely depend on:
Pre-production analysis. Before translation begins, the project manager assesses the source files for consistency, completeness, and formatting requirements. Ambiguous source text gets flagged and clarified before any linguist starts working — which is dramatically cheaper than fixing it after.
Leveraging translation memories ™. For clients with recurring translation needs, every completed project feeds a TM — a database of previously translated segments. When a new document contains text that’s been translated before, the TM pulls the approved version automatically. This reduces costs, accelerates turnaround, and maintains consistency across every piece of content you produce. Typical TM leverage on mature projects: 30–50% of content.
Quality assurance automation. Before human review, automated QA tools check for common issues: inconsistent formatting, un-translated segments, terminology mismatches, and number/unit errors. This catches mechanical problems that human reviewers tend to overlook because they’re focusing on language quality.
In-context review. For marketing and user-facing content, the translated text is placed back into its final format — a website layout, a software interface, a brochure — and reviewed in context. Words that look fine in a table might read completely differently when they’re on a mobile screen next to a call-to-action button.
The Value You’re Actually Paying For
Transparency in translation means being honest about what goes into the process and what comes out of it. Three linguists. Automated QA. Project management. Terminology infrastructure. In-context review. Quality reporting.
That’s not a markup. That’s a production system.
When a professional translation lands on your client’s desk in São Paulo or your regulator’s inbox in Berlin, it needs to perform exactly the same function as the source document — accurately, persuasively, and without ambiguity. Getting there requires more than good linguists. It requires a workflow designed to eliminate errors at every stage before the content reaches its audience.
Artlangs Translation has spent years refining this workflow across 230+ languages and a wide range of content verticals — from enterprise translation services and video localization to short drama subtitle adaptation, game localization, audiobook multilingual dubbing, and large-scale multilingual data annotation and transcription. With a rigorous TEP-based production process, dedicated project management for every engagement, and a track record of successful deliveries across demanding client programs, Artlangs provides the kind of translation infrastructure that holds up under scrutiny — from the first project to the fiftieth.
