Smart manufacturing & shop-floor integration: IoT-enabled MES, digital twin, and predictive analytics.

GenAI use case: Examines machine sensor data, maintenance logs and suggests process tweaks to minimize waste or downtime.

Agentic AI use case: Digital twin agent that simulates line changes, paces dynamic scheduling, and executes adjustments automatically, updating ERP and notifying leads.

Asset reliability & ESG compliance: Predictive maintenance tools, carbon emissions reporting.

GenAI use case: Interprets IoT sensor data, logs and incident reports to predict maintenance windows or anomalies.

Agentic AI use case: Grid-balancing AI agent that forecasts renewable generation, shifts load, submits automated regulatory filings, and signals maintenance teams.

Unified commerce & supply chain: Central inventory, promotion engines, and customer 360 view.

GenAI use case: Hyper-personalized product recommendations, sentiment analysis to adapt pricing or offerings in real-time.

Agentic AI use case: Fulfillment orchestration bots that allocate inventory, shift between DCs, and automate store-level DC orders based on predicted demand flux.

Interoperability & patient experience: Standards-compliant EHR integration (FHIR, HL7); telehealth integration.

GenAI use case: AI-assisted medical documentation - summarizes patient - provider conversations into structured notes, reduces admin burden.

Agentic AI use case: Virtual care agent follows care plans automatically: schedules follow-ups, detects lab anomalies, and directs patient resources without manual triggers.