Make AI Your Competitive Edge
Private LLMs · Knowledge-base AI · Custom AI agents
Up to 300% efficiency gains—accelerate digital transformation
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Make AI Your Competitive Edge
Private LLMs · Knowledge-base AI · Custom AI agents
Up to 300% efficiency gains—accelerate digital transformation
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Your Private LLM—Full Control, Secure Data
  • Support for multiple mainstream models, including text-to-text models such as DeepSeek, Tongyi, LLaMA, Zhipu, and others, as well as text-to-image models like Stable Diffusion (SD), Flux, and other open-source large models. We offer a comprehensive hardware and software solution for the privatized deployment of these large models, enabling unrestricted use of large models.
  • Flexible deployment: run on leading cloud platforms or on-premises servers—aligned with your security and compliance policies.
  • Performance engineering: GPU sizing, inference tuning, and load testing—up to 2× faster inference and stable concurrency at enterprise scale.
  • Security by design: data stays inside your network; deployments aligned with Classified Protection Level 3—trusted by banks and regulated industries.
Your Private LLM—Full Control, Secure Data
  • Support for multiple mainstream models, including text-to-text models such as DeepSeek, Tongyi, LLaMA, Zhipu, and others, as well as text-to-image models like Stable Diffusion (SD), Flux, and other open-source large models. We offer a comprehensive hardware and software solution for the privatized deployment of these large models, enabling unrestricted use of large models.
  • Flexible deployment: run on leading cloud platforms or on-premises servers—aligned with your security and compliance policies.
  • Performance engineering: GPU sizing, inference tuning, and load testing—up to 2× faster inference and stable concurrency at enterprise scale.
  • Security by design: data stays inside your network; deployments aligned with Classified Protection Level 3—trusted by banks and regulated industries.
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Knowledge-base AI—Put Your Knowledge to Work
  • Turn years of documents and tacit know-how into instant answers—cut internal search from hours to seconds and respond to customers up to 10× faster.
  • Plugs into the tools teams already use—DingTalk, WeCom, Feishu/Lark, and your workflows—so people get AI where they already work.
  • RAG-powered answers: combine your private knowledge base with frontier models for accuracy, citations, and fewer hallucinations.
  • Visual monitoring and continuous improvement—track usage, refine answers, and raise quality over time.
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Knowledge-base AI—Put Your Knowledge to Work
  • Turn years of documents and tacit know-how into instant answers—cut internal search from hours to seconds and respond to customers up to 10× faster.
  • Plugs into the tools teams already use—DingTalk, WeCom, Feishu/Lark, and your workflows—so people get AI where they already work.
  • RAG-powered answers: combine your private knowledge base with frontier models for accuracy, citations, and fewer hallucinations.
  • Visual monitoring and continuous improvement—track usage, refine answers, and raise quality over time.
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24/7 AI Agents—Your Always-On Digital Workforce
  • We build tireless AI agents for support triage, analytics, approvals, and other repetitive work—freeing people for higher-impact work.
  • Visual, low-code orchestration: drag-and-drop workflows; connect prompts, datasets, and tools—go from idea to a production agent in days.
  • Connect ERP, CRM, OA, and internal APIs—agents execute real actions across your systems with observability built in.
  • Monitor, annotate, and improve—agents learn from production traffic so quality rises over time.
24/7 AI Agents—Your Always-On Digital Workforce
  • We build tireless AI agents for support triage, analytics, approvals, and other repetitive work—freeing people for higher-impact work.
  • Visual, low-code orchestration: drag-and-drop workflows; connect prompts, datasets, and tools—go from idea to a production agent in days.
  • Connect ERP, CRM, OA, and internal APIs—agents execute real actions across your systems with observability built in.
  • Monitor, annotate, and improve—agents learn from production traffic so quality rises over time.
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LLM Training & Fine-Tuning—Models That Fit Your Domain
  • Domain-tuned training on your own datasets so models speak your industry language and follow your business rules.
  • LoRA/QLoRA low-cost fine-tuning: Supports lightweight adaptation fine-tuning to improve efficiency and reduce GPU compute costs.
  • Model pruning and quantisation: using INT8, FP16 quantisation optimisation to reduce computational resource consumption and improve inference speed.
  • Automated Training Pipeline: Supports Hugging Face, DeepSpeed, FSDP and other technologies for automated training and optimisation.
  • Multi-model support: Compatible with GPT, BERT, LLaMA, T5, StableLM and other open source models, flexible choice of the best solution.
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LLM Training & Fine-Tuning—Models That Fit Your Domain
  • Domain-tuned training on your own datasets so models speak your industry language and follow your business rules.
  • LoRA/QLoRA low-cost fine-tuning: Supports lightweight adaptation fine-tuning to improve efficiency and reduce GPU compute costs.
  • Model pruning and quantisation: using INT8, FP16 quantisation optimisation to reduce computational resource consumption and improve inference speed.
  • Automated Training Pipeline: Supports Hugging Face, DeepSpeed, FSDP and other technologies for automated training and optimisation.
  • Multi-model support: Compatible with GPT, BERT, LLaMA, T5, StableLM and other open source models, flexible choice of the best solution.
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AI Image Generation & Visual AI
  • Text-to-image generation: Stable Diffusion, SDXL, DeepFloyd IF, Flux, and production pipelines tuned for quality and brand safety.
  • Upscaling & restoration: ESRGAN and Real-ESRGAN pipelines for low-resolution enhancement and photo restoration.
  • Segmentation & background replacement: SAM (Segment Anything) and related models for precise cutouts and background swaps.
  • Text-to-3D generation: rapid 3D assets for games, creative production, and marketing.
AI Image Generation & Visual AI
  • Text-to-image generation: Stable Diffusion, SDXL, DeepFloyd IF, Flux, and production pipelines tuned for quality and brand safety.
  • Upscaling & restoration: ESRGAN and Real-ESRGAN pipelines for low-resolution enhancement and photo restoration.
  • Segmentation & background replacement: SAM (Segment Anything) and related models for precise cutouts and background swaps.
  • Text-to-3D generation: rapid 3D assets for games, creative production, and marketing.
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Success Stories

12+ AI projects with measurable business impact