Blog Post
Why Semantic Similarity Isn’t Enough for Translation Quality EstimationÂ
As AI becomes more deeply embedded in enterprise translation workflows,…
When Is a Picture Worth a Thousand Words? What New Research Reveals About Visual Context in AI TranslationÂ
As AI continues to reshape translation workflows, advances in vision-language…
+16 Points Closer: What ChrF Means for Your Workflow
Why translation quality metrics can reveal hidden efficiency gains long…
AI Search Roundup: The Biggest Google, ChatGPT and SEMrush Updates from June–July 2026
AI search moves fast, and the last few weeks have…
AI Needs Multilingual Experts from Day OneÂ
As artificial intelligence continues to reshape the language industry, many…
Why Trust Is Part of AI CapabilityÂ
When organizations evaluate AI, the first question is usually straightforward:Â Can…
Google Slashes AI Citation Sources by 59%: What It Means for Your Brand’s Search Visibility
New research published in June 2026 by AI platform Evertune…
Improving Translation Quality Without Starting OverÂ
Why the next generation of AI should build on your existing linguistic…
Grounding Queries vs Fan-Out Queries: The Two Hidden Layers of AI Search VisibilityÂ
Grounding queries and fan-out queries are the two AI retrieval mechanisms…
Translation Systems Should Learn Over TimeÂ
Why continuous feedback loops create compounding quality gains that static…
Google vs ChatGPT: Who Is Winning the AI Search Race and What It Means for Your SEO Strategy in 2026
For three years, the dominant narrative in search was simple:…
Three Assumptions About AI in Localization That Production Experience ChallengesÂ
Assumptions harden fast in a fast-moving market.
AI Model Usage in Europe 2025-2026: Which Countries Use ChatGPT, Claude and Generative AI Most?Â
More than a third of all adults across the EU…
Safety Signals Are Speaking Every Language. Are You Listening?
At last month’s 5th Pharmacovigilance & Drug Safety Conference in…
brightonSEO April 2026: 9 Key Takeaways You Need to Know
brightonSEO returned to the seafront in late April and early…
What It Feels Like to Wait for a Treatment That Doesn’t Exist
One patient’s journey through rare disease diagnosis, clinical trial participation,…
Inkky: The Data Production Platform Behind Welo Data’s Frontier AI Programs
Why most data pipelines fail frontier AI programs — and…
What a Year of Agentic AI for Multilingual Content Taught UsÂ
The operational lessons shaping Opal’s continuous evolution and the next…
How Global Brands Are Scaling Content Without Losing Brand VoiceÂ
Enterprise AI translation has entered a new phase.
Why AI Training Data Integrity Will Define Trusted AI SystemsÂ
By the time model quality degrades, the compromised data is…
Clinical Trials Are Complex. Workflows Shouldn’t Make Them Harder.Â
As clinical trials scale across systems, vendors, countries, and languages,…
Rethinking Patent and IP Workflows Across Jurisdictions
The hardest part of global patent filing has never been…
How AI Is Changing Multilingual Execution
From AI training data to agentic workflows, multilingual execution is…
Accessibility in Clinical Trials Isn’t Optional. It’s Foundational to Better Recruitment.Â
Patient recruitment has always been one of the most challenging…