Fact-checking and brand conformity on AI-generated content
Automated scans plus native fact-checkers: hybrid scan + native fact-check on factual correctness, brand conformity and industry compliance — across 225+ languages.
Automated scans plus native fact-checkers: brand conformity, factual accuracy and compliance checks in a single verification track — a hybrid QA approach across 225+ languages.
AI verification is not a luxury but a necessity for organisations publishing AI-generated content at scale. A single error in medical or legal content can cause reputational damage or liability exposure. Our combined approach — automated scan plus human fact-check — catches factual and stylistic errors that pure automation misses, across 225+ languages. Scalable from a handful of documents to thousands of pages per month. AI verification is in particularly high demand in the technical and engineering sector.
From core European languages to low-resource markets where AI output more often falls short.
We agree which quality criteria matter: factual accuracy, brand terminology, style, completeness and any industry-specific compliance requirements.
Verification tools scan the content for consistency deviations, terminology breaks and structural issues. A fast first filter, for an efficient human review.
A native reviewer verifies factual claims, figures and citations — exactly the errors AI tools cannot validate. Source verification is available on request.
The content is reviewed against your style guide and brand guidelines: tone of voice, prohibited terms, mandatory phrasing and disclaimer copy.
You receive a verification report with all findings, a risk indicator per issue and — on request — the corrected version of the content.
Modern AI models sound convincing, even when they are wrong. In pharma, legal and financial work that is a question of liability, not of style. Our verification layer combines tool-based consistency checks with human fact-checkers — so AI content is not just fast, but safe to publish.
From hallucinations to style deviations — one verification track that catches what AI alone misses.
Our hybrid approach — automated scan plus native fact-check — catches factual and stylistic errors that pure automation misses.
For straightforward verification we deliver in real time; more complex projects are completed within one business day. Ideal for content pipelines with a publication deadline.
We verify AI-generated content in 225+ languages with native experts per market — including low-resource languages where AI output more often falls short.
We combine factual verification with brand conformity control. You receive content that is correct and sounds like your brand — no afterthought.
From brand style guide review to compliance check — the foundation of AI content that can safely go public.
From pharmaceutical patient leaflets to legal AI contracts and chatbot QA.
Pharma · Compliance A pharmaceutical company had patient leaflets AI-generated and then verified for medical accuracy, disclaimer conformity and cultural sensitivity per market. 480 documents, 22 languages, zero-error publication.
Legal · Legal Tech A law firm had AI-generated standard contracts verified for clause completeness, legal terminology and conformity with mandatory law. Each clause linked to a risk indicator.
Finance · Chatbot A bank verified the AI-generated chatbot answers across 400+ FAQ scenarios in 8 markets. Fact-checking on product information, rates and compliance disclaimers — on a weekly QA cycle.
Verification fits every AI content type where errors are not acceptable.
What clients say about working with Ecrivus — from pharma to legal tech and chatbot QA.
Certified translations for our international cases are delivered quickly and carefully. Our project manager knows our account inside out.
No-obligation — response within one hour on business days
Below you'll find adjacent services, sectors we translate for often, and the most requested language pairs.
Services frequently commissioned alongside this one.
Sectors we deliver this service for regularly.
Most requested combinations for this service.
Last updated: May 2026
