by iqentity | Jan 6, 2026 | Business Strategy
Classified and highly sensitive environments have been largely excluded from the AI revolution. The reason is straightforward: the dominant AI deployment model requires cloud connectivity, and classified environments require air gaps. These constraints appear...
by iqentity | Dec 23, 2025 | AI Governance, MSP, Security Operations
If you run or manage operations at an MSP, you are already deploying AI across your client base. That’s not a prediction. It’s a statement of fact. ConnectWise is embedding AI into its PSA and RMM platforms. Datto has been integrating machine learning into...
by iqentity | Dec 21, 2025 | AI Ethics, AI Governance
Most AI ethics boards are advisory. They review proposals, offer recommendations, and publish reports that the organization is free to ignore. This is governance by suggestion, and it does not work. An effective AI Ethics Review Board needs structural authority,...
by iqentity | Dec 19, 2025 | AI Governance
GDPR was designed for a world of databases, not neural networks. Its principles are sound: data minimization, purpose limitation, the right to erasure, meaningful consent. But applying these principles to machine learning creates friction that most organizations have...
by iqentity | Dec 18, 2025 | AI Governance
The AI industry’s obsession with scale has created a narrative that bigger models are always better. More parameters, more training data, more compute. The arms race produces impressive benchmarks and eye-catching demos. For most enterprise use cases, it also...
