Local AI ERP - Local LLM Deployment Assistant for Enterprises

Help enterprises deploy open-source LLMs on a single 5090 workstation for ERP development

Problem

Enterprise developers find cloud AI services tightening support for Chinese passports and are considering local open-source models for ERP development. But they lack experience with model selection, hardware fit, and deployment. A thread asking 'what are your thoughts on open-source model capabilities?' shows a big information gap.

Solution

A local deployment assistant: recommends open-source models and quantization based on hardware (e.g., 5090, 64GB VRAM), one-click download and inference setup, built-in prompt templates and code examples for ERP scenarios, and model capability benchmarks.

Users

Enterprise developers needing local AI, tech leads at small software companies, privacy-sensitive ERP teams.

MVP

Hardware detection and model recommendation; one-click deploy 3-5 mainstream open-source models (Llama, Qwen, DeepSeek); built-in ERP dev prompt templates; model comparison tool; offline docs and community links.

Revenue

Free basic; enterprise subscription $299-999/year (priority support, custom model recs); or deployment consulting.

Why now

Geopolitical tensions push Chinese enterprises away from cloud AI; local deployment demand surges. Open-source models are now capable on a single 5090, leaving a gap for deployment tooling.