On publish
Spotted before it spreads. Semantic, not just keywords.
When new content is created or imported, AI scans your existing base for overlapping meaning (not just matching words) and flags potential duplicates before they're ever published.
Keep Accurate
Duplicate Detection
Keep a single source of truth. AI scans for semantic overlaps as content is created and flags duplicates before they’re published, keeping your base clean.
Duplicate files too
The same file attached twice? Flagged. Across articles and spaces.
Beyond article text, Elium detects when the same file is attached to several articles across your base and flags it, so duplicate documents surface instead of quietly piling up.
More Than Just Technology.
A dedicated human team committed to helping your project succeed
FAQ
Common questions about duplicate detection
As you draft, Elium runs real-time semantic analysis (triggered when you finish a paragraph or paste in text) and flags when similar content already exists. A discreet icon opens a list of the matching articles with a link to preview each, so you catch overlap before publishing.
It uses AI to understand the meaning of your sentences rather than matching words, so it surfaces thematically related content even when the wording is completely different. These are overlaps a keyword search would miss.
Yes. If a match is intentional or irrelevant, you click Ignore and Elium stops alerting on that pair, so deliberate overlaps don’t keep nagging you.
No. The analysis runs in the background, so you keep typing with no lag. The alerts are visible only to contributors while they work in the editor, never to readers.
Not yet. This version focuses on semantic similarity, and detecting contradictions or factual conflicts is on the roadmap for a future update.
One source of truth, kept clean by AI.
See it on your own knowledge.
See how Elium catches duplicates before they spread and keeps your knowledge base coherent.