SiliconCube Co., Ltd | Private AI Solutions
LLM + RAG Private AI
A private AI platform for enterprises that reflects the latest regulations, internal data, and external trends in real time and combines search and generation to provide fact-based responses. Available on-premises and in the cloud.
Benefits
Reasons for introduction
Accurate,fact-based responses
Augmented Search Engines (RAG) provides source-based responses and reduces hallucinations.
Security/On-Prem Optimization
It can operate in closed network/sensitive data environments and supports access control.
Flexible operational scalability
Supports step-by-step expansion and cost optimization from local PCs to the edge/cloud.
FEATURES
Core Features
RAG-based knowledge expansion
Simultaneous reflection of internal documents/DB/logs and external data
Permissions-based document access and citation
Strengthening credibility with evidence-based responses
Enterprise Governance
Permission/Audit Log/Usage Policy Management
PII filtering, data retention policy
Segmentation by organization/department
Operations/Automation
Automatically generate reports/summaries/templates
Configuring a no-code pipeline
Metrics/Performance Monitoring
System Architecture
Combine internal data + external sources into RAG and deliver it to applications under governance.
DATA
RETRIEVAL
GENERATION / APPS
Document / DB / Log
Docs · DB · Logs
External knowledge sources
Web / Standards / APIs
Anonymization and authorization tagging
De-ID · ACL Tags
Injection pipeline
Ingestion Pipeline
Vector index
Vector Store (FAISS / PGVector...)
Retriever
Retriever (Hybrid / Rerank)
Prompt Routing
Prompt Routing / Tools
LLM (Ko/En) · RAG+
Guardrails · Context Window · Caching
Governance / Security
RBAC · Audit · PII Filtering · Retention
Application
Chat · Search · CS · Reports · Automations
USE CASES
Areas of application
A. Consulting/Sales Support
CRM/mail/document-based suggestion and response automation
Account-specific knowledge graph updates
Approval process/audit log integration
C. Public Web Content Monitoring
Automated policy/guide compliance checks
Expression Guide (Discrimination/Vulgarity/Non-Standard Language) Detection
Automatic attachment of supporting provisions and improvement proposals
B. Technical Support/Operations
Manual/log learning-based diagnosis/response
Auto setup/autonomous recovery
Documentation and reporting automation
D. Enterprise Customer Service Automation
Omnichannel (bulletin board/mail/chat) response automation
Improved consistency and response speed
Brand Tone/Policy Compliance
Providing the best customer-tailored model
SiliconCube offers the optimal private AI model, including on-device and cloud types, tailored to customer size, budget, and usage purposes.
security
Permission-based control
Enhance security and protect sensitive data with on-premises delivery.
Customized
Select a model by environment
On-device / Professional / Enterprise options to suit your situation.
Knowledge Combination
RAG
Factual responses based on internal data and external sources.
operate
Flexible infrastructure
Scalable from small devices to GPU clouds.
DEPLOYMENT
Deployment Options
On-Prem / Edge
Ideal for sensitive data/closed network environments
Integrated governance of authority/audit/policy
Flexible support from local PC to edge server
Cloud
Rapid deployment, scalability/availability/security
Real-time reflection of the latest data
Minimize operational burden