Verification Infrastructure for Enterprise AI
AI that can show its work.
Bria Exchange connects your AI systems to licensed, authoritative content at inference time - returning structured verification signals, traceable citations, and audit-ready logs with every response.
VSVerification Score
per response
ECREvidence Coverage
Ratio
CSISource Confidence
Index
Works with any LLM — proprietary, open-source, or self-hosted
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What Bria Exchange returns
Verification scores- VS · ECR · SCIPolicy decisions— Pass / Review / BlockStructured citationswith rights metadataAudit logs— filterable, exportable
The product
Not just retrieval. A verification layer with structured outputs.
Most RAG systems return retrieved content. Bria Exchange returns a complete verification package - telling your AI system what to do with the answer, and giving your compliance team the paper trail to back it up.
VS · ECR · SCI
Three verification metrics, per response
Every response includes a Verification Score (overall defensibility), Evidence Coverage Ratio (% of claims supported by evidence), and Source Confidence Index (authority of sources used). Bundled as a single structured output - unavailable from comparable solutions.
Pass · Review · Block
Policy decisions for human-AI workflows
Bria Exchange returns a configurable policy decision with every response — automatically routing high-confidence answers, flagging borderline cases for human review, and blocking outputs below your thresholds. The verification gate that makes autonomous AI deployment defensible.
Citations
Structured citations, not just source URLs
Each response includes machine-readable citation metadata — source name, publication date, rights status, and relevance score. Structured data your systems can act on and your legal team can verify.
Audit Log
Audit-ready logs for every verification event
Every query is logged with timestamp, AI system, user, scores, decision, and source usage. Filterable by status, exportable as CSV, and built for regulated environments where explainability isn't optional.
The product
Not just retrieval. A verification layer with structured outputs.
Most RAG systems return retrieved content. Bria Exchange returns a complete verification package - telling your AI system what to do with the answer, and giving your compliance team the paper trail to back it up.
VS · ECR · SCI
Three verification metrics, per response
Every response includes a Verification Score (overall defensibility), Evidence Coverage Ratio (% of claims supported by evidence), and Source Confidence Index (authority of sources used). Bundled as a single structured output - unavailable from comparable solutions.
Pass · Review · Block
Policy decisions for human-AI workflows
Bria Exchange returns a configurable policy decision with every response — automatically routing high-confidence answers, flagging borderline cases for human review, and blocking outputs below your thresholds. The verification gate that makes autonomous AI deployment defensible.
Citations
Structured citations, not just source URLs
Each response includes machine-readable citation metadata — source name, publication date, rights status, and relevance score. Structured data your systems can act on and your legal team can verify.
Audit Log
Audit-ready logs for every verification event
Every query is logged with timestamp, AI system, user, scores, decision, and source usage. Filterable by status, exportable as CSV, and built for regulated environments where explainability isn't optional.
How it works
Three steps from integration to verified AI output.
Plugs into your existing pipeline at inference time. No retraining. No rearchitecting required.
1
Integrate
Connect via a single API. Works with any LLM - proprietary, open-source, or self-hosted. Compatible with RAG pipelines, enterprise copilots, and agentic workflows. Typically live in under a day.
single API
2
Retrieve
At inference time, Bria Exchange retrieves supporting evidence from licensed, authoritative content across your configured domains — in real time, before the response is delivered.
inference-time
3
Verify
The response returns VS / ECR / SCI scores, a Pass/Review/Block decision, structured citations with rights metadata, and a full audit log entry. Grounded, traceable, defensible.
audit-ready
Licensed Content Network
Authoritative content across the domains that matter.
A single API integration unlocks licensed, professionally reviewed content across multiple domains - no bilateral licensing negotiations required.
Financial & industry analysisMarket intelligence, earnings, sector reports
Legal & regulatoryCase law, compliance guidance, regulatory filings
Scientific & medicalPeer-reviewed research, clinical guidance
News & professional editorial Current affairs, investigative, industry press
Additional domains availabletell us what you need
Partnership announcement
Bria Exchange has partnered with the News/Media Alliance - representing around 2,200 news, magazine, and digital media organizations - to expand opt-in licensed access to professional news content. This is one example of the content partnerships powering the Bria Exchange network.
Read the full announcement →Pay-per-use pricing
No upfront licensing fees. No SaaS subscription. You pay based on actual content usage - aligned to real impact. Content providers are compensated proportionally to how their work is used.
Licensed Content Network
Authoritative content across the domains that matter.
A single API integration unlocks licensed, professionally reviewed content across multiple domains - no bilateral licensing negotiations required.
Financial & industry analysisMarket intelligence, earnings, sector reports
Legal & regulatoryCase law, compliance guidance, regulatory filings
Scientific & medicalPeer-reviewed research, clinical guidance
News & professional editorial Current affairs, investigative, industry press
Additional domains availabletell us what you need
Partnership announcement
Bria Exchange has partnered with the News/Media Alliance - representing around 2,200 news, magazine, and digital media organizations - to expand opt-in licensed access to professional news content. This is one example of the content partnerships powering the Bria Exchange network.
Read the full announcement →Pay-per-use pricing
No upfront licensing fees. No SaaS subscription. You pay based on actual content usage - aligned to real impact. Content providers are compensated proportionally to how their work is used.
Get Started
Authoritative content across the domains that matter.
Join enterprise teams using Bria Exchange to deploy AI that is accurate, auditable, and defensible.
Are you a publisher or data provider?Apply to join the content network →