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...
by iqentity | Dec 2, 2025 | AI Governance
Every AI deployment creates dependencies. The model architecture, the training pipeline, the inference infrastructure, the prompt engineering, and the integration code all accumulate switching costs that compound over time. Vendor lock-in is typically framed as a...
by iqentity | Dec 1, 2025 | AI Ethics, AI Governance, Compliance
I need to tell you something that will be uncomfortable if you’re the person who drafted your organization’s AI ethics policy. Or the executive who approved it. Or the compliance officer who filed it. Your AI ethics policy is almost certainly theater. I...
by iqentity | Nov 25, 2025 | AI Governance
When an AI system produces a harmful outcome, the first question is always: who is responsible? The answer, in most organizations, is nobody. Or everybody. Which amounts to the same thing. Diffuse accountability is not a people problem. It is a structural one. AI...
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 23, 2025 | Business Strategy, Development
Every organization bleeds knowledge. Retirements, reorganizations, departures. The institutional memory that took decades to build walks out the door in a banker’s box and a goodbye email. We built Lore to stop the bleeding. What Lore Does Lore is...
