📈
Values
KEY⚡ Efficiency Gain
80-90% workflow automation · Reduce processing time from days to minutes
🎯 Accuracy & Quality
Fewer human errors · Consistent output quality · Auditable decision trails
💰 Cost Reduction
Lower operational cost · Reduce repetitive labor · Optimize resource allocation
📊 Data-Driven Decisions
Real-time insights · Cross-system intelligence · Predictive analytics
🔒 Compliance & Control
Full audit trail · Policy enforcement · Data sovereignty guaranteed
🚀 Speed to Value
5-day POC · Rapid deployment · Immediate measurable ROI
🏛️ Government
🏭 Manufacturing
⚡ Energy
🏦 Finance
🏥 Healthcare
🎓 Education
🚗 Automotive
🏗️ Construction
🛢️ Oil & Gas
📡 Telecom
🚢 Logistics
💊 Pharma
🏨 Hospitality
⚖️ Legal
⬇ Sovereign Agentic AI OS ⬇
🎛️
Agent OS
Control Plane COREAuto-Orchestrator
Auto-generate 80-90% workflows from goal description
Agent Scheduler
Multi-agent coordination, priority & dependency
Decision Chain
Auditable & replayable decision trace
Human-in-the-Loop
Approval gates, escalation & rollback
Policy & Guardrails
SLA, compliance rules & safety bounds
🧠
Context OS
Context Operating System COREEnterprise Knowledge Graph
Unified context layer — structured & unstructured data fusion
Context Pack Builder
Task context assembly from multiple sources
Memory System
Short-term / long-term / episodic memory
Event Bus
System events, IoT signals & triggers
Decision State
World state tracking & data quality index
⚡
AI Atomic Capabilities
Skill Layer KEYRetrieval / RAG
Enterprise search, chunking & hybrid retrieval
Planning & Tools
Function calling, tool chains & MCP
Multimodal
OCR, image, video, audio & document parsing
Evaluation & Test
Quality scoring, safety checks & regression
Caching & Store
Vector store, feature cache & semantic index
🤖
Model Management & Serving
Foundation Layer KEYGateway
Multi-Model Gateway
GPT / Claude / Gemini / Llama / DeepSeek / Qwen routing
Inference Engine
vLLM / SGLang / TGI acceleration
Cost Optimizer
Smart routing by latency, cost & capability
Lifecycle
Model Store
HuggingFace / ModelScope registry
Fine-Tuning
LoRA / Full / RLHF pipelines
Security & Audit
Compliance, data residency & access log
Deploy Options
On-prem / VPC / Hybrid / Edge
Sovereign Infrastructure · Partner Ecosystem
☁️
AI Computing Platform
Orchestration & Services INFRAServices
Dev Environment
VSCode / Jupyter
Container Runtime
Pods & Instances
Data Storage
Object / Block / File
Image Registry
Harbor / ACR
Orchestration
GPU Scheduling
Kueue / Volcano / Gang
GPU Sharing
HAMI / MIG / DRA
Network Accel
NVLink / RDMA / Spiderpool
Auto Scaling
HPA / VPA / KEDA
☸ Kubernetes — Cloud-Native AI Computing Orchestration
💻
Heterogeneous GPU Hardware
INFRA⬢ NVIDIA
▲ Ascend
Iluvatar CoreX
MetaX
Enflame
Biren
Cambricon
More...