Harmonize asset data from ERP, CRM, PLM, FSM, legacy & local systems, and other enterprise data sources.
Data Sources
PLM
ERP
IoT
Asset Management (EAM/CMMS)
Field Service Management
Local Systems
Provides design specs, materials, manufacturing processes, and other product data from initial concept through production.
Provides As-sold/as-built BOMs, serial numbers, pricing & inventory data, shipment information, and other data on the physical asset.
Delivers real-time performance and usage data from connected devices and sensors embedded in products.
Tracks asset condition, maintenance history, and operational status to inform product reliability and lifecycle decisions.
Captures service activity, technician feedback, and repair data from on-site interactions with the product.
Supplies historical or specialized product data stored in traditional or custom-built systems still in use.
Aftermarket Monetization
Service Engineering
Service Ops
Asset Maintenance & Sustainment
Applications
Multi Source Data Aggregation
AI Canvas
Data Cleansing & Validation
Asset Data Foundation
Locate and ingest asset data from various sources to create a unified view and reduce systems overhead.
Multi-source Data Aggregation
Transform asset data into structured, machine-readable formats.
Vectorization
Detect, fix, and de-duplicate data using Al to ensure a single source of truth.
Data Cleansing & Validation
For asset operators who must maintain complex systems of assets while maximizing uptime, lowering costs, and complying with regulations.
Capabilities:
Unified asset record
Asset scoring
Work order generation
Failure mode tracking
loT ingestion and alerts
Asset Tracking & Timeline/Lifecycle Mgmt
Asset Maintenance & Sustainment
Optimize labor costs & parts inventory, improve workforce utilization, and ensure SLAs.
Capabilities:
Demand Forecasting for resources based on planned and unplanned work
Capacity Planning to ensure workforce availability meets customer need.
Parts planning
Contract / SLA coverage insights
Asset maintenance scores
Service Ops
Equip revenue operations with the tools to increase service & parts revenue, service contract attachment rates, and cross-sell/up-sell targeting & training.
Capabilities:
Installed base segmentation
Service coverage gap analysis
Asset-level profitability insights
Asset health scores to identify upgrade opportunities
AI-Driven Campaign builder for targeted monetization initiatives
Churn risk detection
Aftermarket Monetization
Build technical information from a single source of truth to minimize asset downtime, improve first-time fix rates, and boost technician efficiency.
Capabilities:
BOM harmonization (As-Built vs As-Maintained)
Maintenance plan definitions
Cost to Service dashboard
Access to as-designed data (PLM, CAD) to create SOPs, SBOMs, and other service artifacts using Al Canvas.
Service Engineering
The foundation of clean data that powers asset intelligence across the enterprise.
Asset Data Foundation
GenAl-powered, user-specific apps, insights, and other interactions with validated asset data.
Applications
Enable users across the enterprise to interact with asset data using natural language queries.
AI Canvas
Vectorization
