Your Edits Just Got Smarter: Spf.io automatically discovers translation edit rules from your work

As a translation professional, you know that the first AI-generated draft is just the beginning. The real expertise lies in the review—the nuanced edits and critical corrections that ensure accuracy, preserve brand voice, and deliver a perfectly localized message.

But what if every correction you made wasn’t just a one-time fix? What if it was a lesson for the AI, making every future translation instantly better?

At spf.io, we believe your time is best spent on high-value tasks, not on repetitive corrections. That’s why we’re excited to introduce a powerful new feature set within our Document Translation Portal, designed to learn directly from your expertise.

The Repetitive-Edit Loop

Every translator is familiar with this cycle:

• Consistent but Incorrect Terms: An AI consistently translates a specific industry term or a organization-preferred phrase in a way that needs to be manually changed every single time.
• Accidentally Translated Names: You find brand names, product titles, or acronyms incorrectly translated, forcing you to revert them back to the original.
• Manual Glossary Building: You keep a separate document or spreadsheet to track these recurring edits, hoping to maintain consistency across projects and team members, which is both tedious and prone to error.

This cycle isn’t just time-consuming; it’s a barrier to efficiency and scalability, especially when collaborating with a team.

Translations That Learn from You

Our latest update transforms your review process from a tedious task into an intelligent system. Here’s how it works:

1. See Every Change with the Document Differ
   As you edit your translation, our new Document Differ tool visually tracks every change you make. This not only simplifies your review process but also creates a valuable log of your linguistic preferences that our system can analyze.
2. Turn Your Edits into Intelligent Rules
   This is where the magic happens. Our system analyzes the patterns in your edits and compiles them into a list of “Potential Rules” for your review.
   • For Replacements: Did you consistently change “enterprise” to “corporate”? Our system identifies this pattern and adds it to the Potential Rules list. It will suggest this pair as a strong candidate for your Autoreplacement database.
   • For “Do Not Translate” Terms: Did you consistently revert an organization name back to its original form? This pattern is also captured. The system will then highlight this term in the Potential Rules list as a prime candidate for your “Do Not Translate” list.
3. You’re in Control
   From the “Potential Rules” list, you have the final say. With a single click, you can add these suggestions to build your Autoreplacement database and Do Not Translate list. Once added, future translations will automatically reflect your preferences, saving you time and ensuring perfect consistency across all your documents.

Easily add words to the Autoreplacement database or Do not translate list based on potential rule suggestions.

Stop Correcting, Start Perfecting

Your expertise is your most valuable asset. With spf.io’s new intelligent correction features, every edit you make now builds upon that asset, creating a smarter, more accurate, and highly efficient translation workflow for you and your team.