From feasibility diagnosis and enterprise RAG to multi-agent workflow orchestration, private model deployment, and continuous MLOps.
Agile Deployment Cycle
From requirements assessment to first usable AI system delivery
Knowledge Retrieval Precision
Enterprise RAG retrieval precision with domain grounding
Workflow Efficiency Gain
Dramatic productivity surge in customer support, auditing, and analysis
Private Data Isolation
Physical on-premise compute isolation, enterprise data never leaves network
Covering the full enterprise AI implementation lifecycle: from top-level architecture design and domain knowledge engineering to multi-agent systems and deep ERP/CRM integrations.
Multi-Agent Orchestration & Workflow Automation
Decomposing complex enterprise workflows into specialized collaborative agents with automated intent routing, tool calling, reflection, and cross-system execution.
Learn More →Enterprise RAG & Knowledge Engineering
Building high-performance hybrid vector retrieval across complex enterprise unstructured documents (PDFs, spreadsheets, technical manuals, CAD files) to eliminate hallucinations.
Learn More →Private Model Deployment & Fine-Tuning
On-premise deployment of leading open-source LLMs (DeepSeek-V3/R1, Qwen2.5, Llama3) on private GPU clusters, instruction fine-tuning, and inference quantization.
Learn More →System Integration & Turnkey Engineering
Seamlessly connecting AI agents with ERP, CRM, MES, OA, and messaging tools (DingTalk, WeCom, Slack), providing production-ready web UI and operational monitoring.
Learn More →From diagnostic evaluation to continuous MLOps, our turnkey engineering ensures every milestone is measurable and deliverable.
Deep business workflow analysis, evaluating LLM viability, ROI, and security boundaries.
Select optimal open-source/commercial models, RAG chunking, and Multi-Agent topologies.
Enterprise data cleansing, prompt engineering, agent orchestration, and domain fine-tuning.
Seamless integration with ERP/CRM/OA, complete private deployment and on-site verification.
Continuous hallucination monitoring, bad-case automated feedback, and prompt optimization.
Validated in mission-critical workflows with tangible efficiency gains and commercial ROI.
实施背景：Automating high-frequency inquiries across hundreds of thousands of users with multi-turn intent extraction, product comparisons, and auto-dispatching service tickets.
Delivered ROI & Outcomes
实施背景：Centralizing 200k+ internal policy documents, engineering standards, blueprints, and research reports for sub-second semantic retrieval and report drafting.
Delivered ROI & Outcomes
实施背景：Engineers upload error codes and diagnostic photos; AI cross-references millions of pages of maintenance manuals to generate instant troubleshooting steps.
Delivered ROI & Outcomes
实施背景：Scanning thousands of procurement, sales, and employment contracts, highlighting liability clauses and non-compliant phrasing with suggested edits.
Delivered ROI & Outcomes
CountCase Technology is dedicated to enterprise AI implementation engineering. We believe AI's true value comes from embedding directly into real workflows and generating measurable business ROI.
From feasibility analysis to system integration and monitoring, we deliver complete code and assets that belong 100% to the client.
No empty buzzwords. Every project starts with clear quantitative KPIs: labor deflection, accuracy targets, and operational savings.
Supporting full on-premise compute and hybrid deployments. Sensitive data never leaves your enterprise perimeter.
Leveraging our standardized implementation toolchain to condense traditional multi-month engineering cycles down to weeks.
Our architects embed deeply into manufacturing, enterprise, retail, and financial workflows to make AI the core engine of productivity.
Keeping pace with DeepSeek, Qwen, and open-source models, providing seamless model upgrades and ongoing prompt tuning.
Whether for Enterprise RAG, Multi-Agent workflows, or private model deployment, our senior AI architects will provide a custom feasibility report within 2 hours.
Jinyang Science and Technology Innovation Park, Guanshanhu District, Guiyang City, Guizhou Province
F-Space Youyue International, Pudong District, Shanghai
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