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Sentiora
The operational intelligence layer for customer-facing AI.
Monitor AI conversations, detect policy violations, investigate incidents, and give your team the operational insights needed to continuously improve your AI applications.
Hey Product Hunt — I’m Kered, founder of Sentiora 👋🏻
We’re building Sentiora because we think there’s a gap between deploying AI and actually understanding what it’s doing in production.
Once an AI application is live, things can get messy quickly: prompt injection, unsafe requests, policy violations, unexpected behaviour, and conversations that are difficult to investigate after the fact.
Sentiora monitors AI conversations, identifies potential risks, explains why something was flagged, and gives teams a place to investigate and respond.
We’ve spent a lot of time making the experience intentionally simple: connect your AI app, see what’s happening, and get to a useful investigation without digging through a wall of dashboards.
We’re launching in public beta today, and I’d genuinely love your feedback.
In particular, I’d love to hear:
Does the problem we're solving feel clear?
Would you use something like this with an AI application you manage?
What would stop you from connecting production traffic?
Thanks for checking out Sentiora.
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About Sentiora on Product Hunt
“The operational intelligence layer for customer-facing AI.”
Sentiora was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #157 on the daily leaderboard. Monitor AI conversations, detect policy violations, investigate incidents, and give your team the operational insights needed to continuously improve your AI applications.
Sentiora was featured in Analytics (173.2k followers), SaaS (43.6k followers) and Artificial Intelligence (475.7k followers) on Product Hunt. Together, these topics include over 181.4k products, making this a competitive space to launch in.
Who hunted Sentiora?
Sentiora was hunted by Kered Kurten. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Sentiora stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Kered Kurten