v0.1 · JourdanLabs
BIFROST
AI generates. BIFROST verifies.
A universal verification layer for AI output.
Problem
AI fails where correctness is non-negotiable
Confident answers can still be wrong
No reproducibility
No audit trail
No refusal when uncertain
AI response→"100% confident"→wrong
Solution
BIFROST sits between AI and action
BIFROST evaluates AI output in real time and returns a verifiable confidence signal.
AI Output
BIFROST
Verdict
APPROVEDLOW CONFIDENCEREJECTEDUNAVAILABLE
How It Works
COSMIC-lite verification pipeline
Six engines. One verdict.
01
ASTRAL
Normalize
02
METEOR
Extract claims
03
NEBULA
Detect uncertainty
04
PULSAR
Probe failures
05
QUASAR
Score confidence
06
AURORA
Final verdict
Use Cases
Developers
Catch edge cases before shipping
AI Users
Know when to trust responses
Teams
Standardize AI reliability
Enterprises
Add a verification layer to workflows
