SOC 2 Compliant AI Platform: What the Certification Misses About AI Security
Samsung leaked source code into ChatGPT in 20 days. SOC 2 wouldn't have caught it. Here's what enterprise buyers should actually verify when evaluating AI platforms.
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AWS Bedrock vs PremAI: Which Generative AI Platform Fits Your Enterprise?
Bedrock vs PremAI for enterprise generative AI. We compare foundation models, deployment, costs vs OpenAI, and sovereign AI so you can pick the right platform.
16 Best OpenRouter Alternatives for Private, Production AI (2026)
Compare 16 OpenRouter alternatives for production AI. Covers private gateways, self-hosted proxies, enterprise platforms, and high-speed inference providers.
33 LangChain Alternatives That Won't Leak Your Data (2026 Guide)
Looking for a secure alternative to LangChain? Compare 33 frameworks for building LLM applications with better data privacy, self-hosting options, and enterprise compliance.
Domain-Specific Language Models: How to Build Custom LLMs for Your Industry
General LLMs struggle with specialized domains. Learn how to build domain-specific language models using fine-tuning, RAG, and evaluation. Practical guide with examples, costs, and a decision framework for enterprise AI teams.
Cloud vs Self-Hosted AI: A Practical Guide to Making the Right Choice (2026)
Cloud AI or self-hosted? Compare costs, tradeoffs, and deployment models with real examples. Learn which AI strategy fits your team, workload, and compliance needs.
How to Fine-Tune AI Models: Techniques, Examples & Step-by-Step Guide
Learn how to fine-tune AI models with practical steps. Covers LoRA, full fine-tuning, dataset prep, and when fine-tuning beats RAG or prompt engineering. Real enterprise use cases included.
Air-Gapped AI Solutions: 7 Platforms for Disconnected Enterprise Deployment (2026)
Deploy AI in air-gapped environments with zero internet dependency. Compare 7 enterprise platforms, learn deployment steps, and evaluate compliance for defense, finance, and healthcare.
What Is a Unified AI API? How to Access Multiple LLMs from One Endpoint
Learn what a unified AI API is, why enterprises use them, and how to evaluate LLM gateways. Compare PremAI, OpenRouter, LiteLLM, Portkey, and more.
Breaking the Pareto Frontier with Prem AI MiniGuard-v0.1
MiniGuard-v0.1 compresses 8B-model safety performance into 0.6B parameters, delivering 99.5% accuracy with 2.5× faster speed and 67% lower cost. Learn how PremAI advances efficient, production-ready AI safety.