Knowledge Center · Multilingual Operations
Perspective and analysis on the operating realities of multilingual operations, language access, customer experience at scale, and applied AI. Written for the reader who already knows the category and wants a more honest read on where it is heading.
The category is full of content that does not help. This piece describes the operating realities of multilingual customer operations in the terms the work actually requires, not the terms a content marketing calendar prefers.
When a regulator looks at your program, they are not asking about your platform. They are asking who is doing the work and how that person was credentialed.
A credible human in the loop operating model looks different from what the category is selling. This piece names the difference and shows where it shows up in the work.
The operating signature of each is legible once you know what to look for. The buyer side of this distinction is where most procurement mistakes in the category happen.
Where managed delivery earns its place, where it does not, and what the operating shape of each looks like when the work is running for real.
Named and left alone in the same breath. DefrilexCX writes about the category seriously, not because a content calendar requested it.
