Prem AI Adds DeepSeek-V3.1 for Smarter Enterprise AI

PremAI now supports DeepSeek-V3.1, a hybrid MoE model with 128K context, smart routing, and benchmark gains, built for enterprise use with secure, ready-to-deploy APIs.

Prem Cortex: Human-Like Memory for Smarter Agents

Cortex is PremAI’s cognitive memory layer for AI agents. Unlike vector DBs, it provides human-like memory with short and long-term storage, smart collections, temporal intelligence, and evolving knowledge graphs, making agents context-aware and production ready.

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.

LLM Reliability: Why Evaluation Matters & How to Master It

Prem Studio redefines AI evaluation with agentic rubrics, transparent, scalable, and domain-specific checks that ensure LLMs are production-ready.

Prem Studio: Build Specialized Artificial Intelligence

Prem Studio by Prem AI lets enterprises build secure, compliant AI on their own data. With automated datasets, fine-tuning, evaluation, and deployment, it delivers fast, cost-efficient Specialized Reasoning Models (SRMs) for true AI sovereignty.

Small Language Models (SLMs) for Efficient Edge Deployment

Small Language Models (SLMs) deployed on edge devices overcome cloud dependency by reducing latency, bandwidth, and privacy risks. Explores quantization, pruning, model optimization, and efficient inference for edge computing and energy efficiency.

How to Succeed with Custom Reasoning Models?

Custom reasoning models enable multi-step reasoning beyond LLMs. Learn how PremAI helps enterprises build scalable, explainable, high-performance AI.

SLM vs LoRA LLM: Edge Deployment and Fine-Tuning Compared

Fine-tuning is critical for adapting language models to real-world tasks. This blog compares SLM full fine-tuning with LoRA for LLMs, highlighting strengths, challenges, and edge deployment strategies. Learn how PremAI enables efficient, scalable, and enterprise-ready AI solutions.

DeepSeek R1: Open Source Driving the Future of Enterprise AI

DeepSeek R1 proves open source can rival proprietary AI, aligning with PremAI’s mission to build sovereign, censorship-resistant systems. From model distillation to agentic workflows, PremAI empowers enterprises to own, fine-tune, and scale AI securely while advancing open innovation.

PremAI Autonomous Fine-tuning System: Technical Architecture Documentation

The Prem AI Autonomous Fine-Tuning System optimizes Small Language Model (SLM) fine-tuning with automated data augmentation, distributed training, and LLM-based evaluation. It minimises manual effort through multi-agent orchestration, hierarchical task classification, and active learning loops.