Reflections: From AI-Assisted to AI-Led Translation

Act 1: The Snapshot

We begin with our feet firmly planted in the present and reflect on where the language services industry currently stands (spoiler: there’s no way to avoid this thing called GenAI).

But do we understand where we are and where we are headed? Are we asking the right questions, or should we just start with the “Why”? 

There is a sense of urgency that powers the varied market players. We explore new pathways, test new solutions, learn from the mistakes made along the way, course-correct, and start again.

The industry is evolving, and we are in motion. In the following pages, we examine what this movement looks like. 


Serhiy Dmytryshyn

CEO at Crowdin

As founder and CEO, Serhiy combines deep technical expertise with a focus on user experience and measurable results. He works alongside clients to streamline translation workflows, strengthen security, and help global teams launch products that reach more people, in more places.

Role and biography as published in the 2025 edition of Global Ambitions.

AI agents are the most significant development we‘ve observed since last year. It‘s impressive how much more capable and reliable AI becomes when you let it plan its work, collect context as needed, check itself before delivering results, and use tools relevant to each project.

At Crowdin, we take inspiration from how the software development industry integrates AI and learn from those approaches. AI Agents are not really a breakthrough, but rather the right way to use AI effectively.

We now focus on equipping AI with all the tools it needs to consistently deliver high-quality translations that humans review, rather than creating them from scratch. The goal is for humans to never have to type translation work — just oversee it.

This represents a shift from AI-assisted translation to AI handling the translation process while humans provide oversight and quality control.

Read the full 132-page Global Ambitions: (R)Evolution in Motion publication featuring vital perspectives from 31 industry leaders on the ongoing AI-spurred (r)evolution.

The Global Ambitions Library

Global Ambitions 2026 Meaning-Making cover
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Meaning-Making

2026

Global Ambitions 2025 (R)Evolution in Motion cover
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(R)Evolution in Motion

2025

Global Ambitions 2024 Windows into the Future cover
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Windows into the Future

2024

Global Ambitions 2023 Content in the Age of AI cover
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Content in the Age of AI

2023

Global Ambitions 2022 Thoughts, Ideas and Inspiration cover
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Thoughts, Ideas & Inspiration

2022

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