Introducing Prem Studio
Prem Studio unifies the full lifecycle of custom AI development, dataset management, continuous fine-tuning, evaluation, and deployment, giving enterprises a reliable way to build production-grade models.
Topic
Agentic AI
A collection of 6 issues
Continual Learning: How AI Models Stay Smarter Over Time
Continual learning keeps AI models adaptive and up to date. It reduces model drift, preserves accuracy, and ensures continuous improvement through data-driven retraining and evaluation cycles.
How to Save 90% on LLM API Costs Without Losing Performance
Learn why LLM API costs skyrocket and discover 7 proven strategies to reduce spending by up to 90% without losing performance. Explore real-world examples, industry insights, and how PremAI helps you build smarter, scalable AI workflows.
Enterprise AI Doesn't Need Enterprise Hardware
Four obsolete GPUs worth $12,200 delivered performance for sovereign AI. 8x better throughput with SGLang vs Ollama.
Small Models, Big Wins: Agentic AI in Enterprise Explained
Prem Studio breaks down NVIDIA’s latest research, showing how Small Language Models match or surpass large ones, delivering faster, cheaper, and more efficient AI for enterprise workflows.
Evaluating LLMs for Text-to-SQL with PremSQL
PremAI’s PremSQL benchmarks GPT-4o, Claude, and Llama 3.1 on BirdBench for Text-to-SQL tasks. Explore execution accuracy, Valid Efficiency Score, and key insights into building efficient, reliable natural language to SQL pipelines powered by today’s leading LLMs.