Workshops
End-to-end builds against real scenario data.
Engineering env required
90 min
Workshop
Public health
COVID-19 Regional Analytics — from administrative-region population to hotspot graphs
Walk one cycle of integrating administrative-region (sido / sigungu / dong) × population × patients × clinics × hotspot data into a public-health regional surveillance graph.
Engineering env required
90 min
Workshop
Insurance
Document AI — from PDF claim LLM extraction to rule-based decisions and audit trails
Walk one cycle of the VeridianLife scenario — structuring PDF claim forms via OCR + LLM extraction, applying a 6-rule decision engine to auto-approve / escalate / reject, and leaving an auditable reasoning trail.
Engineering env required
90 min
Workshop
E-Commerce
E-Commerce Analytics — from order cleansing to RFM segmentation and ontology
Walk one cycle of the JaffleMart scenario — from raw ERP/CRM ingestion through cleansing → RFM segmentation → ontology → dashboard.
Engineering env required
90 min
Workshop
Asset management
Asset Management — from HI evaluation to Weibull RUL and maintenance scheduling for power equipment
Walk one cycle of the asset management scenario — thermal anomaly detection, Health Index (HI), Weibull-based Remaining Useful Life (RUL), and maintenance schedule optimization for 10 transformers, GIS, and underground cables.
Engineering env required
90 min
Workshop
IoT
IoT Smart Factory — from anomaly detection to daily rollup and ontology
Connect 30-second telemetry from 12 CNC machines to 3-sigma anomaly detection, a daily health score, and ontology materialization in one scenario.
Engineering env required
90 min
Workshop
Defense
Map Control — from natural-language commands to nautical-chart coordinate resolution
Walk one cycle of routing operator natural-language commands through intent classification → tactical zone lookup → coordinate resolution, driving automated pan / zoom / overlay on an electronic nautical chart.
Engineering env required
90 min
Workshop
E-Commerce
Refund Approval — from data enrichment to risk scoring and a HITL agent
Walk one cycle of the QuickReturn Electronics scenario — joining orders/customers/refund history, risk scoring, policy RAG, and a Human-in-the-Loop refund-approval agent.
Engineering env required
90 min
Workshop
Retail
Retail Inventory Intelligence
Gather per-branch inventory and competitor pricing data, then build a pricing competitiveness dashboard.
Engineering env required
90 min
Workshop
SAP
SAP ERP Sales Analytics — from raw SD/MM integration to multidimensional aggregates and ontology
Integrate and transform 5 SAP ERP SD/MM raw tables into multi-dimensional time × customer × material × region aggregates, then materialize the SAP_* ontology for graph exploration.