Kingdee cloud·starry sky AI capability panorama

Special value-added tax invoice/general invoice/electronic invoice/train ticket/air ticket/customs payment note/bank receipt/contract/logistics form/customs declaration form—two-layer identification of the entire invoice elements + detailed line items, batch 500 sheets/time, and the identification fields are automatically backfilled in the ERP document.

Multi-organization/multi-account book/multi-accounting standards parallel automatic entry engine: business events → account recommendation → voucher generation → monthly cost allocation, supporting three accounting methods: standard cost, actual cost, and job cost.

• Automatically match accounts by business type (purchasing/sales/production/expenses)
• Automatic elimination of intra-organizational transactions
• Multi-currency conversion + automatic calculation of exchange gains and losses
• Monthly settlement automation: carry forward → apportionment → settlement → consolidation

Directly connect to 100+ domestic foreign banks to pull the flow, AI automatically matches the voucher → write-off; at the same time, based on the collection and payment plan + historical fluctuation prediction 7 / 30 / 90 days the group's funding gap is linked to credit granting and financial management decisions.

• One-to-many/many-to-many/fuzzy summary semantic matching
• Unsettled account / In transit / Handling fee / Refund automatic classification
• Group capital pool + cash flow rolling forecast
• Abnormal warning: account freeze, large transaction, balance below threshold

Based on sales orders + historical demand + seasonality + market signals, output SKU × store × day fine-grained demand forecasts to drive MRP/purchase requisition/production order automation; support VMI and intelligent replenishment.

• Multi-level forecast: Headquarters → Region → Store → SKU
• New product introduction/automatic identification of life cycle decay
• Supplier collaboration portal: AI push order planning and arrival warning
• Active alarm for abnormal signals (out of stock, backlog, sluggishness)

Multi-objective optimization scheduling that considers materials/equipment/tooling/personnel/order priority/changeover time/process route supports discrete + process + hybrid manufacturing.Minute-level rescheduling deals with order insertion, equipment failure, and material delays.

• Multi-objective optimization: on-time rate + replacement cost + equipment utilization
• Constraint Solving: Bottleneck Station Identification and Balancing
• Rolling scheduling: automatic rescheduling for each shift
• Gantt chart visualization + manual fine-tuning + version comparison

Based on process parameters/inspection history/batch traceability, batch defective rates and abnormal processes can be predicted in advance; once an after-sales complaint is triggered, the batches, materials, equipment, and teams involved will be investigated in seconds.

• SPC statistical process control + AI drift detection
• Batch traceability: from finished products to raw material suppliers
• Defect root cause analysis (process × equipment × personnel)
• Automatic verification of SOP execution compliance at key workstations

Dynamic safety inventory model for multiple warehouses and organizations: Calculate economic order quantity, reorder point, and safety stock on a rolling basis by SKU × warehouse × cycle, identify sluggishness, and give disposal recommendations (allocation/promotion/scrap).

• Dynamic safety stock = f (demand fluctuation, supply cycle, service level)
• ABC + XYZ dual-dimensional classification strategy
• Sluggish identification: Turnover days × change trend
• Cross-warehouse allocation suggestions + cost-optimal path

Natural language questions + in-depth insight reports: executives get charts + year-on-month comparison + root cause interpretation in one sentence; the business cockpit automatically pushes weekly and monthly reports on changes, and recommends action items.

• Semantic analysis: "What are the products whose gross profit in East China last month was lower than the budget?"
• Multi-dimensional perspective: four-dimensional intersection of product/customer/organization/time
• Drill down on abnormal changes: Drill down from indicator exceptions to document details
• Proactive insights: daily push of Top 3 business changes and suggestions

Based on the contract terms knowledge base (purchasing/sales/labor/leasing), it performs difference comparison, risk clause identification, and missing clause prompts; it seamlessly connects to the electronic signature platform and automatically writes back ERP business documents after signing the contract.

Customer 360° portrait based on historical transactions + interaction behavior + credit file: RFM stratification, life cycle stage, churn probability, cross-sell recommendation; drives sales actions and customer recovery actions.

Embedded compliance verification in reimbursement/payment/purchase scenarios: split orders, repeated reimbursements, excess standards, related transactions, third-stream inconsistencies - automatic risk control scoring and pre-approval interception; monthly tax health self-examination report.

Resume NLP analysis + job matching score; identification of performance changes and generation of key points for performance interviews; talent inventory grid + succession plan recommendation; employee turnover prediction drives proactive care.