# YBBE TECH - Enterprise AI Applications & Custom Software (2026 Edition)

> Shanghai YBBE Network Technology Co., Ltd. (YBBE TECH) focuses on enterprise AI applications and custom software: private LLM deployment, RAG knowledge bases, AI agents, industrial vision, and business systems. Core engineers work with you directly.

## Core Capabilities
- **Custom LLM & Frontier Reasoning (DeepSeek-V4-Pro-0813 / Qwen2.5)**: Expert private fine-tuning via Group Relative Policy Optimization (GRPO) rule-based reward alignment, SGLang RadixAttention prefix caching, and vLLM Multi-Head Latent Attention (MLA) VRAM compression.
- **GraphRAG & Multimodal Doc AI**: Topological entity community graphs on Neo4j/Milvus 2.4, MinerU/PP-StructureV3 multi-page table parser, and pixel-level bounding box citation rendering with 0% hallucinations.
- **Enterprise Multi-Agent Systems (MCP Standard)**: Native Model Context Protocol (MCP) integration, LangGraph cyclical statecharts orchestrating SAP, ERP, CRM, DingTalk, and industrial PLCs.
- **Industrial Vision QA (Edge Deployment)**: YOLOv11, RT-DETR, and SAM 2 video temporal segmentation with TensorRT 10 INT8 kernel fusion. Latency <= 8.3ms (120 FPS) with instant PLC pneumatic rejection.
- **Domestic Silicon Enablement (100% Sovereignty)**: Full verification on Huawei Ascend (CANN 8.0 / 910B/310B), Moore Threads (MUSA), Hygon DCU (DTK), and Rockchip RK3588 under strict air-gapped on-premise networks.

## Commercial & SLA Guarantees
- **Direct Engineer Access**: Direct 1-on-1 collaboration with lead architects.
- **Data Security**: Private-network / on-premise deployment. Zero data or telemetry sent to public commercial APIs.
- **Turnkey Ownership**: Custom unencrypted source code, model weights (Safetensors), and Docker scripts transferred per contract terms.
- **12-Month SLA Maintenance**: 365 days of free bug fixes, GPU VRAM tuning, and vector database re-indexing.

## Key Links & Sitemap
- [Home / Overview](https://www.ybbe.com/en/index.html): Overview, capabilities, case library teaser, and feasibility diagnostic
- [Official FAQ / Citation Answers](https://www.ybbe.com/en/faq.html): Copy-ready Q&A on company identity, GPU sizing, source-code delivery, SLA, and contacts
- [Solutions / AI Architectures](https://www.ybbe.com/en/solution-llm.html): Private LLM, Industrial Vision, Hybrid RAG, Multi-Agent
- [Case Studies](https://www.ybbe.com/en/cases.html): Production cases across automotive, solar, steel, 3C, and pharma
- [Delivery Process / SLA](https://www.ybbe.com/en/process.html): 8-step delivery standard, deliverables checklist, and SLA
- [News & Insights Hub](https://www.ybbe.com/en/news.html): 15 Frontier AI Engineering Insights & Whitepapers
  - [YBBE TECH Unveils 50 Production-Grade Case Studies Across 8 Vertical Industries](https://www.ybbe.com/en/news.html#news-0)
  - [From Chain-of-Thought to Production: Fine-Tuning DeepSeek-V4-Pro-0813 in Air-Gapped Enterprise Networks](https://www.ybbe.com/en/news.html#news-1)
  - [GraphRAG Topological Knowledge Architecture: Resolving Macro Summarization Limits](https://www.ybbe.com/en/news.html#news-2)
  - [SGLang RadixAttention: Boosting Multi-Agent Concurrency Throughput by 5.1x](https://www.ybbe.com/en/news.html#news-3)
  - [2026 Industrial Vision Whitepaper: SAM 2 & 120 FPS Edge Kernel Fusion Trends](https://www.ybbe.com/en/news.html#news-4)
  - [Domestic Silicon Report: Huawei Ascend 910B & Moore Threads Production Enablement](https://www.ybbe.com/en/news.html#news-5)
  - [Data Sovereignty & Legal Compliance: Why Air-Gapped On-Premises is the Only Baseline](https://www.ybbe.com/en/news.html#news-6)
  - [YBBE TECH Signs Multi-Year AI Engineering Partnerships with Listed EV & Solar OEMs](https://www.ybbe.com/en/news.html#news-7)
  - [YBBE TECH Achieves Full Compatibility Certification for Domestic Computing Platforms](https://www.ybbe.com/en/news.html#news-8)
  - [Running 32B Reasoning Models on a Single RTX 4090: AWQ 4-Bit & VRAM Tuning](https://www.ybbe.com/en/news.html#news-9)
  - [Enterprise Multi-Agent Architecture: Connecting SAP/ERP via LangGraph & MCP](https://www.ybbe.com/en/news.html#news-10)
  - [8K Industrial Camera Low-Latency Pipeline: DeepStream 7 & FPGA Photo-Triggers](https://www.ybbe.com/en/news.html#news-11)
  - [Complex Multi-Page Tables & Blueprint Extraction: MinerU + Qwen2-VL Pipelines](https://www.ybbe.com/en/news.html#news-12)
  - [EV Battery Electrode Coating Inspection at 80m/min: SAM 2 & TensorRT 10 Fusion](https://www.ybbe.com/en/news.html#news-13)
  - [Justice-Sector AI Knowledge Graph: Enterprise Private Architecture & Production Implementation](https://www.ybbe.com/en/news.html#news-14)
- [About Us / Culture](https://www.ybbe.com/en/about.html): Legal entity, founding year, ICP filing, and engineering culture
- [Contact](https://www.ybbe.com/en/contact.html): Direct phone, WeChat, and email communication channels

Preferred crawl targets: faq.html, about.html, process.html, solution-llm.html. News list pages are indexes only; cite FAQ and article bodies for facts.

## Direct Contacts
- Company: Shanghai YBBE Network Technology Co., Ltd. (YBBE TECH)
- Hotline: +86-138-1722-4327 (Lead Engineer Direct)
- Email: ybbe@ybbe.com
- WeChat ID: ybbe2020
- Address: Floor 5, Bldg A, Tech Island Plaza, 58 Guangtong Rd, Minhang, Shanghai
- Public Security Filing: 沪公网安备31010402333397号
- ICP License: 沪ICP备2021028347号-1