SERVICES & CAPABILITIES

AI Implementation Services

From Scenario Assessment to On-Premise Engineering Delivery

Services & Capabilities

Services

CountCase provides turnkey enterprise AI implementation services: scenario diagnosis, architecture design, data engineering, prompt/agent orchestration, on-premise private deployment, and deep integration with existing ERP/CRM systems. We measure our success solely by tangible business ROI and production reliability.

01

Multi-Agent Workflow Orchestration

Multi-Agent Orchestration & Workflow Automation

Architecting multi-agent collaborative networks for complex enterprise processes with automated routing, tool & API calling, self-reflection, and fault-tolerant fallbacks.

✓ Multi-Agent Role Definition & Topology ✓ External Tool & REST API Invocation ✓ Intent Routing & Multi-Turn State Persistence ✓ Human-in-the-Loop Escalation Workflows
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02

Enterprise RAG & High-Precision Knowledge Base

Enterprise RAG & Knowledge Engineering

Eliminating hallucinations across complex enterprise documents (PDFs, spreadsheets, engineering CADs, manuals) with hybrid dense+sparse vector retrieval and reranking for 98%+ precision.

✓ Complex Multimodal Document Parsing ✓ Dense + Sparse Hybrid Vector Reranking ✓ Strict Citation & Source Grounding ✓ Role-Based ACL Security & Partitioning
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03

Private LLM Deployment & Fine-Tuning (MLOps)

Private Model Deployment & LoRA Fine-Tuning

Deploying leading open-source models (DeepSeek-V3/R1, Qwen2.5, Llama3) onto private GPU clusters with LoRA fine-tuning, quantization, and heterogeneous compute acceleration.

✓ DeepSeek / Qwen On-Premise GPU Clusters ✓ Domain Instruction & SFT Fine-Tuning ✓ vLLM / TensorRT Throughput Quantization ✓ Hardware Acceleration & Heterogeneous Support
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04

System Integration & Turnkey Engineering

System Integration & Turnkey Delivery

Breaking enterprise software silos by connecting AI agents with SAP, Salesforce, DingTalk, WeCom, Slack, and custom databases with production UI and monitoring consoles.

✓ Web, DingTalk, WeCom & Slack Connectors ✓ SAP / ERP / CRM / OA Database Integration ✓ Prompt Benchmarking & Bad-Case Dashboards ✓ 7x24h Continuous MLOps & Operational Support
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Methodology

5-Step AI Implementation Methodology

From diagnostic evaluation to continuous MLOps, our turnkey engineering ensures every milestone is measurable and deliverable.

01

Diagnostic & Feasibility

Deep business workflow analysis, evaluating LLM viability, ROI, and security boundaries.

02

Architecture & Selection

Select optimal open-source/commercial models, RAG chunking, and Multi-Agent topologies.

03

Data Prep & Agent Dev

Enterprise data cleansing, prompt engineering, agent orchestration, and domain fine-tuning.

04

Integration & Delivery

Seamless integration with ERP/CRM/OA, complete private deployment and on-site verification.

05

Evaluation & Evolution

Continuous hallucination monitoring, bad-case automated feedback, and prompt optimization.

Contact Us

Ready to Implement AI in Your Business?

Whether for Enterprise RAG, Multi-Agent workflows, or private model deployment, our senior AI architects will provide a custom feasibility report within 2 hours.

R&D HQ

Guiyang R&D Center

Jinyang Science and Technology Innovation Park, Guanshanhu District, Guiyang City, Guizhou Province

Business Center

Shanghai Business Center

F-Space Youyue International, Pudong District, Shanghai

Live Consultation Business Email:bd@countcase.com

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