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Guides, product updates and news on breach-notification data.
NewsAug 3, 2026· 2 min read
CyberInci is live: messy breach files in, a clean roster out
We're live. Drop in any messy Excel, CSV or PDF and get back a clean, deduplicated notification roster — with a confidence score on every row and privacy built in.
Read more →ProductAug 2, 2026· 3 min read
How CyberInci maps messy columns — even cryptic headers — automatically
"EMP_NO", "empl nm", a birth date with no header — how does the engine know what each column means? A look at the mapping cascade behind every extraction.
Read more →InformativeAug 1, 2026· 4 min read
What is a data-breach notification roster — and why it's so hard to build
After a breach, the hardest step isn't detecting it — it's figuring out exactly who to notify. Here's what a notification roster is, and why turning raw breach data into one is such a mess.
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