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TransPerfect report finds AI now standard in enterprise localization workflows, with 65% of organizations already using it
Three-quarters of enterprise leaders now rank AI and automation as a top priority, per a TransPerfect survey of 96 executives. Yet one in four organizations still don't measure how multilingual content affects business outcomes.
AI Moves From Experiment to Standard Operating Procedure at Enterprises
Three-quarters of enterprise leaders now treat AI and automation as a top priority, according to a survey of 96 operations, marketing, localization, and IT executives released by TransPerfect on May 5, 2026. The shift marks a turning point: AI has stopped being a pilot project and become infrastructure.
The 2026 Business Outlook Report found that 65% of organizations already use AI or machine-assisted translation in their localization workflows. Another 69% are actively testing or have deployed AI across broader operations. The adoption reflects growing confidence in the technology's ability to handle real work at scale.
The Budget Squeeze
Organizations face a familiar pressure: do more with less. Forty percent of respondents expect their localization budgets to stay flat or shrink, yet leadership is demanding higher output, better personalization, and faster launches into new markets.
Companies that succeed in this environment share three traits. They centralize their content workflows. They pair AI tools with human expertise rather than replacing people. They build governance frameworks that let them scale without losing control over quality or compliance.
The Measurement Problem
One critical gap remains unresolved: one in four organizations don't measure how multilingual content affects business outcomes. Without metrics tied to conversion rates, engagement, or time-to-market, it's hard to prove that AI investments are paying off or to justify spending more.
This measurement gap matters because it blocks the next phase of investment. Executives need numbers to decide whether to expand AI use beyond localization into other content operations.
What This Means for Operations Leaders
The report signals that AI for Operations is no longer optional. Operations teams that haven't started building AI into their workflows are behind their competitors. Those already using it are compounding their gains in speed and efficiency.
The real competitive advantage, the report suggests, goes to organizations that treat AI as a tool to amplify human judgment, not replace it. That requires rethinking how teams are structured, how work flows between people and systems, and how success gets measured.
TransPerfect made the full report available for download on its website.