Aishwarya Raghuwanshi - Prem AI

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Aishwarya Raghuwanshi

Enterprise AI Doesn't Need Enterprise Hardware

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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.

Prem Cortex: AI memory system

Prem Cortex: AI That Remembers Like a Human

Most AI agents forget too quickly, creating digital amnesia. Prem Cortex changes that with human-like memory, letting agents organise, connect, and recall context naturally.

Prem AI now supports Deepseek v3.1

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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 feature image showcasing human-like memory for AI agents with hexagon pattern design.

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.

Prem Studio platform interface showcasing AI workflow steps: Datasets, Finetuning, Evaluation, and Deployment, with the tagline "Small Models, Doing Big Work".

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.

Prem Studio blog cover on LLM reliability, AI evaluation, model testing, and enterprise AI trust: Why evaluation matters and how to master it

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.