Without Oqiron
Action first. Audit later.
AI agents execute sensitive tasks, then compliance teams discover gaps after risk has already moved through the institution.
The problem
Enterprise AI is powerful.
Its control layer is not.
Models can draft, decide, route, recommend, and act — but most enterprises still govern them through dashboards, policies, approvals, and audits that sit outside the action path.
With Oqiron
Govern before execution.
Every proposed agent action is intercepted, evaluated against policy, and cleared, escalated, or blocked before the action occurs.
The standard
From smoke alarm to sprinkler.
The category shift is simple: move from retrospective AI governance to preventive AI infrastructure.
Platform architecture
The intelligent core
beneath enterprise autonomy.
Five interconnected layers that form the complete intelligence infrastructure for AI-native enterprises. Every layer is governed by MURAQIB. Every action is proven before it executes.
Oqiron Core
MURAQIB
Execution assurance layer that evaluates agent actions before they enter enterprise systems.
Oqiron Guard
MIZAN
Policy, risk, compliance, auditability, and regulator-ready evidence generation.
Oqiron Agents
Massar · Majlis
Certified reference agents for workflow governance, board intelligence, and executive operations.
Oqiron Forge
RABT
APIs, SDKs, connectors, and integration rails for enterprise AI deployment.
Layer 0
Any model. Any agent.
HUMAIN, Copilot, GPT, Claude, custom institutional agents, and future autonomous software layers.
Layer 1
Oqiron Core — MURAQIB
The clearing engine that intercepts agent actions, evaluates policy, verifies authority, and generates evidence.
Layer 2
Policy, memory, language, integration
MIZAN, MAARIFA, MIDAD, and RABT create the cognitive infrastructure behind regulated autonomy.
Layer 3
Governed applications
Certified use cases: workflow agents, board packs, executive intelligence, data requests, and regulated operations.
Certification
One standard.
Three levels of assurance.
Every AI agent that operates inside a regulated institution must first be Oqiron certified. Certification is not a feature. It is the prerequisite for institutional trust.
Tier I
Oqiron Standard
For low-risk informational and analytical agents operating in controlled enterprise environments.
SAR 50k
Annual certification · Indicative pricing
Agent identity and passport issuance
Core policy gate coverage
Cryptographic evidence chain
Tier II
Oqiron Regulated
For agents performing medium-risk actions under financial, data, or institutional governance frameworks.
SAR 200k
Certification + support · Indicative pricing
Full policy gate coverage
Multi-jurisdiction evidence packs
Behavioral anomaly monitoring
Tier III
Oqiron Critical
For agents executing high-stakes actions such as financial approvals, regulatory filings, and consequential decisions.
SAR 500k
Dedicated compliance track · Indicative pricing
Runtime monitoring and escalation
Human authority routing
Dedicated compliance officer track
Institutional story
Not another AI tool.
A trust institution for agents.
The strongest institutions in the world were not built as products — they were built as infrastructure. BIS, SWIFT, and IAEA did not compete. They defined the rails everyone else runs on.
Agentic AI needs governance rails before it becomes operational infrastructure.
Oqiron’s opportunity is to become the trusted layer between model capability and institutional action — the place where autonomous systems become governable, certifiable, and accountable.
PIFFounding sovereign target
HUMAINFounding platform target
ADIATarget member
QIATarget member
TemasekTarget member
GICTarget member
GPFGTarget member
G20Target council