AI doesn’t create value — better data does
You have lots of data: every work order, every inspection, every repair. But if your data is siloed and incomplete, you’re not getting the most out of it. Our AI capabilities for maintenance teams unify your operational systems and fuel a robust, continuous cycle of data collection, enrichment and action, so you can:
- Save technicians time: Automate routine work and surface instructions, summaries and safety info.
- Make assets last: Consolidate data and learnings to take out the guesswork and boost repair accuracy.
- Make better decisions: Increase efficiency and labor optimization, giving you more time for strategy.
Turn artificial intelligence into actionable insights
Investing in AI tools that help you collect and connect data allows you to turn information into valuable insights your team can use in the moment. That means more “wrench time” for technicians and less time spent looking for parts, repeating work or reacting to new issues.
De-duplicate work orders
Embedded directly into Asset Essentials, maintenance-centric AI tools for de-duplication help you prioritize and assign work by:
- Automatically flagging work orders that come in for the same issues
- Consolidating them before they’re assigned, reducing wasted effort
Automate work orders and tasks
Get jobs done faster and save time while improving documentation with AI-powered features that:
- Prioritize maintenance and automatically trigger work orders
- Surface automated insights like potential causes for errors, diagnostic steps and safety notes
- Generate accurate task summaries
Find instant, specific guidance
Maintenance Copilot, our AI assistant in Asset Essentials, helps you minimize downtime and make precise repairs with:
- Instructions, parts lists and safety info in chat format
- Auto-summarized work notes
- Duplicate work order detection
- Faster onboarding
- Ability to improve over time
Access insights with Data Share
Spend less time finding information and preparing reports with centralized asset, work and IoT data and AI capabilities like:
- Near-real-time access to clean, structured CMMS datasets
- Automated exports and queries that minimize prep and error correction
- Pre-built, analytics-ready views
Get answers with Data Enrichment
Empower technicians to get the job done right with an instantly accessible knowledge base and AI features that help you:
- Reduce manual tasks by using a simple scan to capture data
- Prove compliance with detailed inspection and repair history
- Forecast asset end-of-life and required budget
Connect your systems with ease
Eliminate data silos, improve access and minimize manual effort with integrations to:
- Connect maintenance data with ERP and finance systems
- Combine maintenance data with your other data in analytics and BI tools
- Integrate with applications such as GIS, scheduling and productivity tools
Explore products with AI
Asset Essentials
Benefit from smarter and more efficient maintenance and operations with complete asset histories, data collection, integrations, advanced analytics and AI in one powerful solution.
Data Enrichment
Empower business intelligence, operations and data science teams with pre-built views, scheduled refreshes, automated retrieval, standardized outputs and advanced analytics and AI.
Data Share
Gather and integrate comprehensive, real-time equipment data to transform basic asset information into a powerful, actionable knowledge base that minimizes unplanned downtime.
Discover how others use AI for maintenance
Automated tracking of asset usage and costs
Facilities leaders often need to keep track of usage and costs for each asset. For Wake Forest University, Asset Essentials makes that not only possible but completely automated.
Working toward a fully automated system
The City of Edinburgh consolidated asset data onto a single platform, then automated processes by drawing on that data. The city is working toward automated monitoring of all of its assets and data.
Mastering preventive asset management
One of the world’s largest indoor aquariums used Asset Essentials to build a robust preventive maintenance system, with automatic scheduling and performance data that helps the team stay ahead of tasks.
Frequently asked questions
What AI features are currently available for maintenance teams?
Asset Essentials has several embedded AI capabilities as well as add-ons that are available now:
- Maintenance Copilot — an AI assistant that surfaces task-specific information
- Work order de-duplication — flags duplicate requests and consolidates them
- AI-generated summaries — automatically documents work for faster, more accurate recordkeeping
- Data Share (add-on) — near-real-time access to CMMS datasets with pre-built, analytics-ready views
- Data Enrichment (add-on) —capture asset data by scan and forecast end-of-life timelines
Who benefits from Siemens’ AI maintenance capabilities?
Our AI tools are built for the people doing the work — technicians, facility managers and operations leaders. Maintenance Copilot works like a chat interface, so technicians can ask questions and get instant answers without logging tickets or digging through manuals. Data Share comes with pre-built views so your team can surface insights without writing queries or cleaning exports. Across the board, the goal is to remove friction from daily work, not add a new layer of complexity to manage.
Will AI for maintenance work with the data I already have?
Yes. Many maintenance teams have incomplete or inconsistent records, which is exactly the problem Siemens’ asset management AI capabilities are built to address. For example, Data Enrichment helps fill gaps by capturing asset information from simple scans, while the platform continuously enriches records over time. You don't need perfect data to get started — the system helps you get there.