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Running Llama Locally: A Practical Guide for Enterprise Deployment

by iqentity | Jan 31, 2026 | Business Strategy

Meta’s Llama model family has transformed the enterprise AI landscape. Open weights, permissive licensing, and competitive performance have made locally hosted large language models practical for organizations that previously had no alternative to cloud AI...

Air-Gapped AI: Deploying Intelligence in Classified Environments

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...

Introducing Lore: Preserve What Your People Know, Long After They’re Gone

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...

On-Premise AI: The Architecture Decision That Protects Your Intellectual Property

by iqentity | Oct 22, 2025 | Business Strategy

Your intellectual property is your competitive advantage. Your proprietary processes, customer relationships, strategic plans, and institutional knowledge are what differentiate you from every competitor with access to the same technology stack. When you send this...

The Hidden Costs of Cloud AI: What the Pricing Page Won’t Tell You

by iqentity | Sep 14, 2025 | Business Strategy

Cloud AI pricing is designed to look simple. Pay per token, per API call, per minute of compute. The sticker price is clear. The total cost of ownership is not. Organizations evaluating cloud AI against locally hosted alternatives consistently underestimate the true...

Data Sovereignty in the AI Era: Where Your Training Data Lives Matters

by iqentity | Aug 29, 2025 | Business Strategy

Every time your organization sends data to a cloud AI service, you are making a sovereignty decision. That data now exists in someone else’s infrastructure, subject to someone else’s jurisdiction, governed by someone else’s terms of service. For most...
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