
The assessment recommends one of three approaches.
Full Human Translation for content where accuracy alone is not enough and a credentialed linguist needs to write it from the inside out.
Human-Governed AI Translation™ for content that has to be right at real-world speed. AI writes the first draft, and a named specialist reviews and approves every word before it reaches you.
Full AI for content where speed is the priority and the stakes are manageable.
Three minutes. One clear answer.
Who is reading this translation, what they expect from it, and how much is riding on them truly understanding it: patient, employee, student, or customer.
What happens when a translation error reaches a patient, a court, or a regulator. Whether your content can absorb a mistake, or whether one error becomes a legal or financial liability.
How much content you are translating, how fast you need it delivered, and what you are prepared to invest to get it right the first time.
Whether you need a paper trail. Certified documentation, named human oversight, and proof your process would hold up under audit or legal review.
Healthcare teams translating patient, clinical, or regulatory content
The difference between Human, AI, and Hybrid translation comes down to who does the writing and who stands behind it. Human translation means a named, credentialed linguist reads your content and rewrites it in the target language from the inside out, carrying the tone, cultural context, and judgment calls that decide whether a message is understood or actually felt. AI translation means enterprise-grade translation technology produces the output at speed and scale, ideal for lower-risk, high-volume content. Hybrid translation sits in the middle: AI writes the first draft, and a professional linguist reviews, refines, and approves every word before it reaches you.
Each one is the right tool for a different job. A legal document an employee will sign, a campaign meant to move people, or a brand message that has to carry the same weight in another language calls for full human localization. Internal updates and high-volume routine content can move fast with AI. Most business content lives in between, where accuracy and accountability matter but full human craft is more than the job requires.
At Localipsum, all three paths are human-governed. Even our fastest AI workflow runs on the same professional infrastructure major global organizations use, with a real person accountable for what goes out the door. The smartest translation decision is rarely "which is best" but "which does this content need," and that is a conversation we are glad to have.
Human-Governed AI Translation™ is Localipsum's hybrid translation service in which AI produces the first draft and a named Localipsum specialist reviews, refines, and approves every output before delivery. It is not machine translation with a spot check. It is a professional review by a person who is accountable for the result, the way an editor stands behind a writer's draft.
This is the middle ground most organizations never knew existed, and it is where many of the smartest translation decisions live. You get speed and cost-efficiency from enterprise-grade AI, and you get the quality, consistency, and accountability that only human oversight delivers. Faster than full human translation. More reliable than AI alone. Always carried by a real person who stands behind it.
Human-Governed AI Translation™ fits content that needs to be right without needing the full depth of human craft: product documentation, ongoing communications, multilingual content programs with real volume and real deadlines. Before anything begins, a person on our team takes the time to understand your content, volume, and timeline, so the balance of speed and oversight is matched to your needs. Efficient, accountable, and always human-governed.
You get one clear recommendation for your content: full human translation, Human-Governed AI Translation™, or full AI, along with the reasoning behind it. From there you can start a conversation with Localipsum, where a named person walks you through what the recommendation means for your project and whether certified documentation is needed for your translation.
No. The recommendation guides your decision, and nothing is committed until you choose to move forward with Localipsum. It gives you a clear, honest starting point before any conversation about your project.
Your recommendation can change as your content, audience, or regulatory requirements evolve, and Localipsum adjusts the approach with you. Many organizations start with one approach for a specific project and move toward Human-Governed AI Translation™ or a managed program as their volume grows. Because a named person stays with your account, that shift is a simple conversation, and the history of your work carries forward.