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  • Signal Feed
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  • Categories
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11,067 products · 19,805 snapshots
qbrin

qbrin

Enterprise AI trust layer with citations & 20x fewer tokens

Launched 20d agoProduct Hunt Website
Votes
40
Comments
19

What this means

30%Vote pace is below typical for AI Agents.
Running at 30% of comparable launches.
48%Unusually high discussion quality.
19 comments on 40 votes — buying intent or strong opinion in the comments.
-34%Category cooling: Artificial Intelligence.
Launches down 34% week-over-week.
14Founder Conviction Index: 14 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
8%
today
Projected end-of-day votes
40range 30–54
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.3×
92 AI Agents launches

About

Qbrin is a trusted enterprise layer for AI agents, built for companies that cannot afford wrong answers. It turns messy company knowledge from documents, Slack, Gmail, tickets, wikis, databases, and systems into structured, evidence-backed memory with permissions, provenance, citations, freshness, relationships, and abstention. For high-stakes teams in defense, medicine, drones, security, finance, and compliance, Qbrin helps AI agents know what to trust, when to answer.

AI Summary

Qbrin is an enterprise AI trust layer that structures company knowledge into evidence-backed memory, ensuring accuracy and reliability for high-stakes teams in sectors like defense and finance. It enhances AI agents' decision-making by providing citations, permissions, and up-to-date information while reducing token usage by 20 times.

Vote & comment velocity

Scores

Velocity0.0
Vote pace vs avg
Momentum0.0
Sustained over 6h
Virality0.0
Spread × engagement
Engagement95.0
Comments per vote

Founders

Kate Sai kishore
@kate_saikishore
rep 27
Kate Sai kishore
@kate_saikishore · hunter

Topics

Artificial IntelligenceProductivity