Case Studies

Teams Running on FIM One

Governments, hospitals, enterprises, and research institutions in production.

Pain Point

This large enterprise group adopted FIM One to run a privately deployed CLM, replacing SaaS to secure data sovereignty and cut recurring cost across the full contract lifecycle.

How It Works

Privately deployed CLM, AI risk review engine, native ecosystem integration (Feishu/DingTalk).

FIM OneContext EngineeringRAG ArchitectureLegal KG
APPROVED
70%
Cost Savings
Full
Data Sovereignty
2 Mos
Delivery

Government Legal Intelligent Agent Platform

Large Government Legal Review Agency

Pain Point

This government legal agency adopted FIM One to run a legal agent platform, breaking through LLM long-text "forgetting" issues to deliver intelligent pre-review and risk control for complex legal texts.

How It Works

FIM One's context-engineering-driven autonomous agent collaboration framework with multi-tenant knowledge architecture.

FIM OneContext EngineeringVerbatim GroundingRAG Architecture
AI
60%
Efficiency Increase
95%
Context Integrity
85%
Expert Adoption

Medical Policy Intelligence & Compliance Platform

Large Research-based Tertiary Hospital Group

Pain Point

This multi-campus medical group adopted FIM One as its policy and compliance base, using deep AI interpretation of medical insurance (DRG/DIP), health, and drug regulations to close the loop from policy issuance to clinical execution.

How It Works

Omni-channel policy monitoring, LLM deep interpretation, automated impact assessment, compliance loop tracking.

Policy LLMMedical KGSemantic SpiderDRG Algorithms
AI
31 Prov
National Coverage
Mins
Response Time
98%
Extraction Rate

Enterprise AI Operating System

Provincial AI Computing Power Dispatch Center

Pain Point

This provincial computing center adopted FIM One as its unified AI orchestration platform, achieving centralized management of "hundreds of models" and resource pooling across heterogeneous chips.

How It Works

Heterogeneous resource abstraction, model service mesh, full-link observability, AI application gateway.

Heterogeneous ComputeModel MeshAI GatewayvGPU Scheduling
200+
Managed Models
40%
Compute Utilization
99.9%
Service HA

Historical Archives & AI Smart Compilation Platform

Provincial Historical Research Institute

Pain Point

This national archive center adopted FIM One to digitize tens of millions of precious historical pages, running end-to-end from ancient OCR to knowledge graphs on a single platform.

How It Works

Ancient text OCR, spatio-temporal knowledge graph construction, AI-assisted compilation, digital humanities knowledge service.

Specialized OCRHistorical KGRAG ArchitectureAI Compilation
AIOCRIndex
50%
Cycle Reduction
12M
Pages Digitized
96%
Entity Recognition

Cross-border Trade Compliance & Ecological Monitoring Platform

Large Trade Security & Ecological Monitoring Agency

Pain Point

This trade security agency adopted FIM One to run an ecological compliance and risk pre-warning system across the global trade chain, achieving real-time alignment of multi-lingual regulations and intelligent assessment of cross-border biological risks.

How It Works

Multi-source trade intelligence collection, global biological asset compliance graph, automated risk assessment, and pre-warning dispatch loop.

Knowledge GraphSpecialized NLPRisk Inference EngineMulti-lingual Analysis
3!Pest Tracking12tracked3alerts
Global
Monitor Scope
98%
Extraction Rate
Millisec
Warning Resp

Pain Point

This large hospital adopted FIM One to run clinical decision support, merging EMR/LIS/PACS multi-modal data to deliver assisted diagnosis and whole-course disease management.

How It Works

Medical data lake, clinical inference engine, personalized treatment plans, full-lifecycle closed-loop care.

CDSS EngineMulti-modal FusionClinical InferencePrecision Care AI
High
Diagnostic Consist.
Effective
Risk Detection
Instant
CDSS Response

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