by iqentity | Nov 23, 2025 | AI Governance
Your AI system will fail. Not might. Will. The question is not whether you will face an AI incident but whether you have a response plan when it happens. Most organizations have incident response plans for security breaches, system outages, and data loss. Almost none...
by iqentity | Nov 17, 2025 | AI Governance, Process Automation
Every few months, another breathless headline announces that AI and automation will eliminate some staggering percentage of jobs within the decade. The numbers change. The framing doesn’t. I’ve spent over twenty years automating processes in IT operations,...
by iqentity | Nov 16, 2025 | AI Ethics, AI Governance
Human-in-the-loop is the governance world’s security blanket. When pressed on AI risk, organizations point to human oversight as the failsafe. A person reviews every decision. A human can override the algorithm. The system makes recommendations, not decisions....
by iqentity | Oct 29, 2025 | AI Governance, Security Operations, SOAR
Somewhere right now, a security operations center is auto-remediating an alert generated by an AI system that no one on the team fully understands, acting on a threat classification that no one validated, using a playbook that no one has reviewed since it was deployed...
by iqentity | Oct 24, 2025 | AI Governance
Most boards receive AI updates that fall into one of two categories: breathless enthusiasm about productivity gains, or dense technical briefings that obscure more than they illuminate. Neither serves the board’s governance function. Directors do not need to...
by iqentity | Sep 11, 2025 | AI Ethics, AI Governance
When an AI system produces biased outcomes, the instinct is to blame the data. The data was skewed. The training set was unrepresentative. Fix the data, fix the bias. This framing is convenient and incomplete. Bias enters AI systems through business requirements,...
