RESEARCH

Exploring the Frontier of Applied AI

We continuously explore critical topics in AI for industry execution, translating research into deployable product capabilities.

Research Areas

Focused on core technical challenges in industry deployment

Multi-Model Orchestration

Researching dynamic routing, load balancing, and degradation strategies for heterogeneous models to enable collaborative inference.

Industry RAG

Retrieval-augmented generation for vertical industries, combining knowledge graphs and domain corpora for precise Q&A.

Agent Workflows

Exploring orchestratable, traceable AI Agent execution frameworks for automating complex business processes.

Security & Compliance

Enterprise-grade data security, model auditing, sensitive information filtering, and compliance detection research.

Tech Blog

Sharing our technical insights and practical experience

ArchitectureComing Soon

Multi-Model Routing: Design Thinking for Intelligent Degradation at the Inference Layer

IndustryComing Soon

Exploring RAG Applications in Cross-Border E-Commerce

ProductComing Soon

From Chatbot to Execution Engine: The Evolution of AI Product Forms

COLLABORATE

Join Us in Advancing Applied AI Research

We welcome academic institutions and industry partners to explore the boundaries of AI in real business applications.

RESEARCH | GridiaLabs | GridiaLabs