Trust Architecture for the Era of Super Intelligence
IQRAX separates probabilistic reasoning from deterministic authority. The model proposes. The enterprise's rules decide. The cryptographic record proves it.
100% containment
In a reference deployment testing 192 critical cases across four models, IQRAX achieved a 100% containment rate. Without IQRAX, planted faults breached the delivered work in up to 45 of 48 runs per model. With IQRAX fully deployed, zero faults escaped.
2,041,337 lines
Distinct lines of new code in 20 days, across 469 hours of active operation, with zero uncaught drift. IQRAX authored 99.84% of all code, probes and documents.
819 decisions
The authors wrote zero lines of code. They acted as the accountable authority, governing the build through exactly 819 deterministic decisions.
LADDER 1
Outcomes: Data Sovereignty, Continuity, Efficiency and Disaster Recovery.
Rungs: Self-hosted AI with data residency, LLM tracing, Agent memory and state persistence, Tenant isolation, Tamper-evident audit log, Artifact provenance, Chain-of-thought capture, LLM cost observability, Information governance.
LADDER 2
Outcomes: Qualified Intelligence and Provider Independence.
Rungs: Held-out eval, Model validation, Agent identity and least-privilege access, Exit examination at discharge, CPD and resit to 100%, Model routing, Guardian Agents, Agent orchestration.
LADDER 3
Outcomes: Safe Operations, Clean Delivery, Verifiable Traceability, Autonomous Operation and Human Control.
Rungs: Tool-call authorization, Output guardrails, Policy-as-code, Policy decision log, Decision register, Tool permission policy, Human approval for high-risk actions, Response guardrails, Search provenance, Policy decision metrics.
LADDER 4
Outcomes: Safe Operations, Clean Delivery, Verifiable Traceability, Autonomous Operation and Disaster Recovery.
Rungs: Step validation, Mutation testing, Validation change control, Required checks, Verified backup and rollback, Release validation, Guardrail mutation testing, Work intake requirements, Autonomous agent runtime.
LADDER 5
Outcomes: Self-correction and Autonomous Operation.
Rungs: Incident ticketing, Root-cause analysis, CAPA, Regression testing, Issue tracking.
LADDER 6
Outcomes: Self-improvement.
Rungs: Error analysis, Prompt optimization, Before-and-after eval, Eval-driven development, Lessons-learned log.
We invite model providers, enterprises, and regulators to deploy IQRAX on their own proprietary workflows.
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