Insights Topic
Published INVISOM articles connected to human in the loop.
5 articles
All insightsGovernanceFramework
Most enterprises already have AI principles. Very few can show an auditor, a regulator or a tribunal the control that made a principle true for a specific system on a specific day. That gap, not the principles, is where responsible AI programs fail.
Intelligent AutomationFramework
Adding a reviewer does not make automation safe. Human oversight works only where the human adds information the system lacks, and only if you measure whether reviewers actually catch errors.
Decision IntelligenceArchitecture Guide
Model risk management was built to answer whether a model is sound. Regulators, courts and customers now ask a different question: why was this decision made, and who was accountable for it? Trusted decision intelligence is built around the decision record, not the model.
Intelligent AutomationArchitecture Guide
An instruction in a prompt is a request, not a control. Design every agent on the assumption that its model will eventually be manipulated, and put the guardrails where the model cannot reach them.
Enterprise AIFramework
Most AI portfolios are built from brainstormed ideas ranked on a value-feasibility grid. Better portfolios start from the work itself, and from one question most grids never ask: how cheaply can the output be checked?