Evidence-first
Raw source material remains distinguishable from derived observations, summaries, and recommendations.
Technology
Governed evidence intelligence for high-consequence work.
VeRGenT treats evidence, provenance, authority, procedural state, uncertainty, and accountable human review as primary engineering objects—not afterthoughts.
Traceable by design
Analytical outputs are linked back to supporting records and transformation history.
Human-authorized
Consequential decisions remain with qualified people operating inside defined roles and controls.
Architecture principles
- Immutable or preserved raw evidence
- Hash-based integrity verification where appropriate
- Append-only revision history
- Quarantine of suspect or contaminated material
- Verified-state export controls
- Explicit uncertainty and limitation reporting
What it is not
VeRGenT is not positioning a free-running chatbot as a decision-maker. The architecture constrains AI to bounded tasks inside auditable workflows.
Illustrative workflow
1Ingest and preserve
2Normalize and classify
3Link evidence and authority
4Flag gaps and conflicts
5Explain for human review