Found in Translation
Eight days to seventeen minutes. The math is impressive. What it actually unlocks for marketing teams is the more interesting story.
Recently, I had a customer at Gradial who, after using us for some light translation work, decided they were ready to put us to the test. Head-to-head against the results of their translation vendor.
For one of their more complex pages, the vendor took eight days. Grady produced the same translation in seventeen minutes. Even qualitatively, the results were there. A bit of training would close the remaining gap, but the pages were ready for localized audiences as-is.
The customer said something that really unlocked the value of this in my own mind, beyond the surface of it:
"Before, it would be — create something, send it for translation, wait three, four, five, sometimes eight days for it to come back, then upload it onto AEM. When it's all incorporated in one solution, it just makes more sense."
That first sentence, about waiting days for translations to come back, is what really stuck with me. Obviously I already knew that intellectually. I was looking at the numbers. But suddenly the old Program Manager in me realized what those eight days actually represented.
Suddenly, brands that cater to multiple languages---seven different languages in this case---can respond to all those markets almost instantly. What more are marketers now empowered to do when a major step on the critical path to production gets dramatically collapsed from eight days to mere minutes? That kind of acceleration moves beyond a simple "faster to market" metric. It fundamentally changes how marketing teams can work.
If a copywriter decides that actually, that headline should be different, they're no longer throwing a massive wrench in the works. When a Call to Action isn't performing up to expectations, they can now test variations of that on demand without needing to farm it out to the translation team and wait for a response.
Resetting the clock on even major changes to the copy moves from onerous to instantaneous. From a meaningful project cost to the cost of a few tokens. And with an Agent as deeply enmeshed in the systems as Gradial, they're also removing the time to assign that update to their Author who would then need to locate each page in their CMS, find the module, and update that however many times required for their supported languages. Instead, the work just happens, the coordination efforts disappear. From a multiple-stop journey to a one stop Agent. All that's left is to click Publish.
This isn't about eliminating the work of those human translators, the reality of it, the value of it, is in eliminating the waiting.
So much of MarTech is waiting.
Waiting for copy...
...for the CMS Authors.
...for IT.
...for QA.
...for Accessibility.
...for Translation...
And in the words of the immortal Tom Petty, "The Waiting is the Hardest Part."
Every day of waiting removed from the critical path is another day teams get back to spend creating instead of coordinating.
Ryan Yepsen
Ryan writes about enterprise AI, customer reality, systems thinking, and the operating conditions that make meaningful execution either possible or painful.