Raina helps newsrooms verify content before it becomes a headline
Raina is a real-time verification and trust layer for newsrooms, election authorities and universities. It helps teams assess authenticity, provenance and corroboration before misinformation spreads.
When Raymond Decker‘s son applied to college, his essay was flagged as AI-generated, even though Decker had watched him write it live every step of the way. He suspected other students and families were running into the same problem. He founded Raina to detect AI-generated writing, or prove against it.
But a few months in, Decker paused. Social media platforms are now flagging AI-generated content on their own, and it’s unclear how much people actually care. People continue to engage with the content regardless, he said. It was time for a pivot.
How Raina Works
Instead, Raina evolved into a trust platform. It’s a tool that delivers a documented verdict on any claim, image or video, backed by verified signals.
“If AI is going to be the future and inevitable, how are we going to know whether something can be supported?” Decker said. “We don’t need just another detector. That’s why Raina sits a layer above — aggregating verification signals and handing users a decision they can act on.”
For example, say you’re a journalist. A competitor publishes a story, and you have minutes to decide whether to run with it. There’s no time for a full QA process or phone calls to verify sources.
Raina takes that story URL, reviews the article’s content using AI and cross-references claims to check if they hold up.
But Decker is careful to note that Raina isn’t a fact-checker. It signals which claims are well-supported, which need hedging and which conflict. It also pulls in Wayback Machine data so users can track how a story has changed over time, complete with timestamps.
As for the logo, that’s a story in itself. The shield conveys that trust and protection layer. The tree alludes to their family crest, and the three roots represent his three sons. And the name “Raina” is his mom’s name, that just so happens to have “AI” in it.
Grow the platform, grow the community
It takes a true entrepreneurial spirit to hit a roadblock and decide, “I’m going to start a company to fix this.” For Decker, that holds true.
Before Raina, he ran his own Salesforce consulting firm for six years. He eventually stepped away when it created a conflict of interest with his full-time employer. Nevertheless, that experience gave him the confidence to pursue Raina.
He’s hoping that by participating in Knoxville Entrepreneur Center‘s WORKS accelerator, he’ll be a step closer to this being his full-time venture.
Being based in Greenback, he’s also hoping Raina goes full-time so that he can give back to the community.
“This is a very heavy manufacturing area. I want to be able to bring higher paying jobs within the tech world out this way to Greenback to help develop the community,” he reflected.
Connect with Decker via email here.
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