IPA & AI Agent Intelligent Brain
The digital glue between ERP/MES and OT equipment, transforming workflows from records to autonomous decisions.
Four Core Capabilities
Use agents to take over key business workflows with repeatable, auditable, and continuously optimized execution.
Large-Model Knowledge Base (RAG)
Supports 100+ document formats with second-level responses for diagnostics, O&M Q&A, and compliance audit.
Tendering Automation Agent
Runs 24/7 to screen opportunities, parse requirements, and draft bid materials automatically.
Finance & Customs Agent
Second-level reconciliation and closed-loop customs workflows, reducing labor cost by 70% and improving efficiency by 500%.
Cross-System Orchestration Agent
Orchestrates ERP, MES, OA, and OT data flows with automatic task decomposition and coordinated execution.
Workflow Takeover Matrix
Build an agent closed loop of perception, understanding, decision, execution, and review.
Perception & Understanding
Ingest data across ERP/MES/email/docs with structured semantic parsing.
- • Multi-source input: API/DB/files
- • Semantic modeling: entities & relations
Decision & Execution
Use rule engines and LLM agents to trigger approvals, generate documents, and write back to systems.
- • Automation nodes: approve/match/fill/push
- • System orchestration: ERP/finance/customs
Review & Optimization
Track end-to-end logs and continuously tune agent policies with KPI feedback.
- • Compliance: explainable and replayable
- • Continuous training of KB and rules
Digital Glue Architecture
Integration Layer
Unified access to ERP/MES/WMS/CRM/OA/email/files and OT interfaces.
Knowledge Hub
RAG indexing with industrial semantic graph for cross-source retrieval and reasoning.
Agent Orchestration
Multi-agent collaboration with rule-engine guardrails for stable execution.
Business Apps Layer
Tendering, finance, customs, O&M QA and dashboards for cross-team automation.
Typical Implementation Scenarios
Tendering War Room
Agents monitor opportunities, parse scoring rules and draft bid packages.
Value: faster response and higher win rate.
Finance Shared Center
Contract, invoice, logistics and customs data are auto-reconciled with anomaly alerts.
Value: second-level reconciliation and closed-loop process.
Industrial Knowledge Hub
Unified retrieval and QA across manuals, standards, fault cases, and SOPs.
Value: reduce expert dependence and shorten training time.
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