Tools
Internal engineering tools
Data Standardization
Cleans up and standardizes inventory data, resolving inconsistent manufacturer, model, and naming conventions into a single normalized format, so records are accurate, deduplicated, and ready for analysis.
Device Type Classification
Automatically categorizes medical equipment into standardized device type hierarchies using AI-assisted classification trained on healthcare asset ontologies.
Fixed Assets Ingestion
Processes raw fixed asset exports from ERP systems, spreadsheets, and legacy databases into structured, validated records ready for capital planning workflows.
Document Understanding
Extracts structured data from unstructured documents — purchase orders, invoices, service reports, and specifications — using document intelligence pipelines.
Data Enhancement Pipeline
Enriches asset records with market data, lifecycle benchmarks, and replacement cost estimates to support capital forecasting and budget justification.