Quick Summary
Xenqube Governed AI: Xenqube Governed AI (Zero-LLM-Trust) is a delivery doctrine: integrate over systems of record, log recommendations in Shadow Mode, and require human approval before money, safety, or publish actions.
- ·Three pillars: Zero-LLM-Trust, integrate-don't-replace, phased trust
- ·Used across Xenith Sort, Twin, Yard, Spatial, Desk, Agents, and Seal
- ·Synthetic demo metrics are labeled in workshops; no invented client logos
- ·Blog library includes shadow mode, WCS layering, and deterministic detention clocks
Zero-LLM-Trust
Billing corrections, demurrage clocks, grade selection, safety trips, and compliance publishes run in rules and workflows, not in prompts.
Integrate, don't replace
Sit above WCS, historians, desk systems, and core banking. Rip-and-replace is not the default pitch.
Phased trust
Connect → Shadow → Assist → Scale. Operators learn from logged recommendations before any irreversible write.
Insights
Doctrine, guides, and anonymized proof
From the blog
Conversation vs commitment split
Connect → Shadow → Assist → Scale
AI above WCS, MES, desk, core
Governed hub attach pattern
Financial math outside models
Audit for autonomous agents