Knowledge Layer
Your machines generate data. Your team generates insights. Knowledge Layer turns both into instant answers.
AI is not an add-on
Two layers. One goal: operational intelligence.
Knowledge Layer works on two levels simultaneously. Visibly for the user and silently in the background. Both layers are deeply connected to the platform logic and feed from every other module.
Conversational AI Agent
Technicians and planners ask questions in plain language. The AI responds with context-aware answers drawn from all data sources across the platform — Insights, Predictive, Maintenance history, and more.
Automated Background Intelligence
Integrated AI agents recognize patterns, prioritize tasks, and trigger processes automatically — without requiring active user input. The system learns continuously from every job completed.
100%
Platform-integrated
24/7
Available
The Technical AI Agent
Your ChatGPT for industrial operations
Imagine being able to talk to your machines at any time. The Knowledge Layer AI agent makes exactly that possible — and it knows every corner of your operations because it feeds from every module on the platform.
Asset Data & BOMs
Complete structural data for all machines and components
Service Documentation
Technical manuals and operational documentation in full text
Maintenance History
All past interventions, repairs, and outcomes from the Maintenance module
Sensor Data & Predictive Insights
Real-time operational data and predictive failure signals from the Insight and Predictive modules
Example questions your team can ask
“Which spare parts fit the drive unit on Line 3?”
“Show me the service manual for the gearbox on Machine 4711.”
“What failures occurred on the press last month?”
“How many times was the valve replaced this year?”
“Which machines show similar failure patterns to the unit in Hall 2?”
“What does the predictive model say about the pump in Line 5?”
No searching through Excel. · No digging through manuals. · No calling a colleague.
Next-generation knowledge management
AI-powered knowledge platform for industrial operations
Industrial companies sit on an enormous wealth of knowledge — distributed across documents, systems, and people. Knowledge Layer makes this knowledge centrally accessible, understandable, and actionable for the first time.
All company knowledge — accessible through one AI interface
Instead of managing knowledge in silos, the platform bundles all internal data sources and makes them accessible through a unified AI interface. Technicians, planners, and service managers get immediate, context-aware answers — no searching, no detours.
- Centralized access to all operational knowledge through one AI interface
- Technical documents are automatically understood — not just stored
- Instant answers to questions from internal data sources
- Context-based analysis of complex technical content
- Reduced search effort and dependency on individual experts
Intelligent document processing
Document mountains become structured, searchable information
Companies accumulate thousands of documents over the years — operating manuals, maintenance logs, data sheets, CAD drawings. The AI platform reads, understands, and connects all this content automatically. The result: structured knowledge that is instantly retrievable.
Automatic Analysis
Technical documentation is fully captured and understood in context
Document Relationships
The AI recognizes connections between documents and links relevant content
Structuring & Classification
Large volumes of data are automatically organized and categorized
Versioning & Change Tracking
Every change is traceable and stored historically
Multi-Format Processing
PDFs, Office files, and technical data sheets are processed uniformly
Document mountains become structured, searchable information — available to everyone on the team.
Impact
What concretely changes
Information is searched for
Information is available
Connections are assumed
Connections are recognized
Decisions are discussed
Decisions are prepared
Knowledge Layer makes knowledge actionable.
And it is simultaneously the visible part of a platform where AI analyzes, controls, and automates processes system-wide.
Concrete benefits
What Knowledge Layer delivers for your team
Less friction in daily operations. More capacity for what matters.
Save Time
Instant
instead of hours searching
Information is no longer searched for — it is available on demand in seconds. This saves valuable working time every day, for every technician, on every job.
Reduce Complexity
Clear
instead of complex
Technical relationships are presented clearly. The AI translates complex machine data into clear, actionable guidance — drawing from Predictive signals and Insight analytics.
Improve Quality
Confident
instead of guessing
Well-founded decisions based on complete information. Fewer errors from incomplete knowledge, fewer callbacks, fewer unplanned stoppages.
Democratize Expertise
For all
instead of for a few
Expert knowledge becomes accessible to everyone. New team members become productive faster, experienced colleagues are relieved. The knowledge stays in the system — even when people leave.
Target users
Who benefits from Knowledge Layer?
The AI agent becomes the central knowledge access point and relieves teams operationally — across the entire service organization.
Part of the service infrastructure
Knowledge Layer does not work alone
The module is deeply integrated into the platform logic and draws its strength from the interplay with all other modules. Every module feeds the knowledge base.
Asset Management
The AI agent accesses all machine information and makes it conversational — specs, history, and component data on demand.
Maintenance
Every completed job and repair is automatically documented and feeds the knowledge base, building a rich service history.
Insight
Operational analytics and performance data enrich the knowledge base with real-world context, making AI responses more precise.
Predictive
Failure predictions and pattern recognition are stored and accessible through the AI agent, enabling proactive decision-making.
Ready to make your team's knowledge work for everyone?
Let's explore together how Knowledge Layer can transform the way your team accesses and applies operational information — instantly, from anywhere.