Technology
Data strategy.
Where the intelligence comes from.
Structured
ProjectsCostsSchedulesVendorsContractsWorkforceAssetsProcurementSafetyComplianceInsurance
Unstructured
PlansSpecsPDFsDrawingsRFIsSubmittalsEmailsPhotosDaily reportsMeeting notesCloseout docs
External
WeatherPermitsMarket pricesLabor trendsRegulationsPublic fundingCommoditiesSuppliers
Machine / Field
IoTSensorsDronesEquipment telemetryWearablesRobotics events
Data-to-intelligence pipeline
Ingest→Normalize→Classify→Link→Verify→Store→Graph→Analyze→Recommend→Audit