The hidden cost of premature deployment

If deployed in instable workflows and leveraging poor assets, Machine Translation, Large Language Models and Process Automation multiply error and erode quality, leading to various hidden cost factors

Low Activation Rate

When key onboarding steps are confusing, users hesitate, stall, or abandon the process. Poor language quality disrupts comprehension and trust at exactly the moments where conversion depends on clarity. Even small mistakes can break the flow and reduce activation rates across markets. Lower activation means fewer users reaching value-creating behaviors, resulting in higher acquisition costs and reduced return on marketing spend.

Support Overload

Unclear instructions, inconsistent terminology, or ambiguous messaging push users toward support channels to resolve basic questions. Each linguistic issue compounds into repeated tickets, escalation paths, and unnecessary load on support teams. Low-quality translations shift operational burden downstream, where it becomes significantly more expensive to resolve.

Compliance Risk

In regulated environments, inaccurate or inconsistent language creates gaps between what the company intends to communicate and what users understand or do in practice. Misinterpretations can lead to non-compliant behaviour, documentation mismatches, or legal exposure. Poor quality in high-stakes domains isn’t just a communication failure — it’s a compliance risk.