Solutions that transform AI from a liability to a true asset
The Challenge
While the potential of AI technology is indisputable, its reliability falls short of the stringent standards expected in professional and industrial operations—creating major operational, financial, legal, and regulatory risks for organizations that use it.
74%
of respondents responsible for AI governance, risk management, or AI investment identify inaccuracy as a highly relevant AI risk.
McKinsey, 2026
22%-94%
hallucination rates across 26 leading AI models on a Stanford benchmark measuring factual accuracy.
Stanford AI Index, 2026
These failures are not accidental. They have fundamental root causes. Explore the underlying causes in our Library. That is also why these failures can be addressed systematically and effectively. For organizations that recognize this challenge and want to realize the benefits of AI while reliably managing its risks, OpExAI provides solutions designed to meet that objective.
Our Solutions
Solution: AI Operations Control
AI Operations Control is the foundational OpExAI principle that unites all our solutions: any process expected to produce reliable results requires an explicit control function. Systems Engineering, Quality, and Six Sigma share this premise—performance cannot be left to the process alone. OpExAI uses Operational Excellence best practices to achieve this objective.
AI Governance System
An integrated organizational governance system comprising the AI Policy, AI Risk Management System, and AI Emergency Management System—designed to build the organizational capability to govern AI operations, manage risk, respond when control is lost, and support alignment with major legal, regulatory, and governance frameworks.
Governor
Governor is a Deterministic Control System that governs AI-involved operations. It controls how AI work is defined, executed, checked, corrected, authorized, and released to reduce preventable errors before they become work-product failures. At the same time, it preserves requirements, decisions, deviations, verification, and human approval as a defensible record.
Explore the OpExAI Library
Our view of the AI universe—its opportunities, risks, control requirements, and the path toward reliable AI operations—is presented in the OpExAI Library.
Explore the Library