01Oil and gas asset operations
Connect inspection findings, equipment histories, work orders and spare-parts information across upstream, midstream and downstream contexts. Prepare maintenance evidence and prioritize exceptions for engineers; operating limits and safety decisions remain under established controls.
02Utilities and field service
Link service requests, asset locations, outage information and field-work status. Help teams coordinate crews, explain customer impacts and reconcile completed work with the asset record. Emergency dispatch and switching authority remain with qualified operators.
03Data foundations and asset context
Establish consistent equipment identifiers, measurement units, timestamps and lineage. Connect historians, enterprise asset management, GIS and ERP through approved interfaces; distinguish raw telemetry from verified business information.
04Maintenance and reliability intelligence
Use historical failures, inspections and maintenance records to assist reliability analysis and work preparation. Validate model performance under the operating conditions it will encounter and track false alerts, missed issues and engineering overrides.
05Commercial and customer operations
Reconcile meter or consumption records, billing inputs and service histories. Support investigation of abnormal readings and complaints with source evidence rather than automatically changing customer bills.
06IT/OT security and continuity
Map trusted boundaries, remote access, supplier dependencies and recovery requirements. Start analytical use cases with approved read access; changes to industrial controls require separate engineering authorization and validation.