Context and terminology
Resources need stable identifiers, domain terminology and surrounding context so translations remain consistent across a product.
Historical case study · localization
Translet: managing multilingual resources
Translet was developed as a translation and localization platform for storing multilingual resources and applying translations to text and web content. This page documents the engineering problem; it does not claim a currently marketed product tier or accuracy guarantee.
At a glance
Engineering concerns
Translation quality is not a single score. Context, terminology, latency, review and confidentiality all affect whether an output is usable.
Workflow and review
Fast suggestions still require review states, change history and a way to resolve ambiguous or culturally sensitive wording.
Scale and confidentiality
The system must process growing language sets while protecting content and keeping latency predictable.
From a concrete requirement to a defensible next step.
Describe the process, systems, constraints and success criteria. We will assess what is realistic and which evidence is needed.