AI 生产架构蓝图与大模型落地成本核算
精选企业知识库 RAG、Coding 流水线与高并发 Agent 标杆多模型架构，测算每月 Token 实际预算支出与平替降本空间。
Enterprise RAG Knowledge Hub
Production private knowledge base combining deep semantic embeddings, ultra-cheap intent routing, and state-of-the-art grounded answer generation with 40% cached token optimization.
Autonomous Coding Agent Pipeline
Full-cycle repository agent stack: deep architectural planning, high-throughput code and unit-test generation, with instant syntax verification and auto-PR drafting.
High-Concurrency Multilingual Customer Support
Tiered customer support automation capable of handling 100k+ daily tickets: sub-second FAQ deflection, empathic multi-turn escalation, and automated dispute settlement.
Multi-Agent Deep Research & Analyst
Automated industry intelligence workflow: multi-source live web exploration, cross-verified thesis testing with reasoning traces, and publication-ready financial memos.
Real-Time Voice AI Agent Stack
Sub-300ms full-duplex conversational voice agent for outbound calls, automotive assistants, and live interactive interpretation with instant interruption handling.
Multimodal Marketing & Creative Studio
End-to-end creative workflow: raw product photograph understanding, multi-variant ad copy localization, banner variation generation, and brand tone enforcement.
DevOps SRE Incident Triage & Self-Healing Copilot
Automated on-call copilot: streams terabytes of cluster logs, clusters anomalies, performs deductive root-cause analysis, and writes safe remediation runbooks.
Legal & Financial Document Audit Pipeline
Enterprise contract audit and financial report compliance review: cross-references multi-hundred-page disclosures, flags conflicting clauses, and produces cited audit memos.
Data Intelligence & Text-to-SQL Pipeline
Natural-language conversational BI over complex corporate warehouses: schema-aware SQL authoring, self-correcting query execution plans, and executive chart insights.
Adaptive Educational AI Tutor
Personalized stem & language learning stack: Socratic step-by-step problem deconstruction, mistake diagnosis, and multimodal visual blackboard explanations.