Automated variant creation
Automated variant creation
Automated variant creation
wailand connects your existing tools and automates variant engineering—from customer inquiry to production release.


wailand Platform
The wailand platform connects your existing engineering and planning tools and orchestrates workflows across the variant creation process. It turns product knowledge into structured, reusable data—and provides specialized AI services on top.
This enables scalable, cost-effective automation and makes it significantly easier to derive new variants.
wailand Platform
The wailand platform connects existing engineering and planning tools, orchestrates processes throughout the variant creation process, and makes product knowledge accessible in a structured manner. Building on this, it provides specialized AI services.
This allows the variant creation process to be automated in a sustainable and economical way, significantly simplifying the derivation of new variants.
wailand Platform
The wailand platform connects existing engineering and planning tools, orchestrates processes throughout the variant creation process, and makes product knowledge accessible in a structured manner. Building on this, it provides specialized AI services.
This allows the variant creation process to be automated in a sustainable and economical way, significantly simplifying the derivation of new variants.
Integration layer
The integration layer provides a library of standard connectors for common engineering and planning tools—such as PLM, CAD/CAE, Excel, ERP, and MES (and Excel). This makes it easy to connect existing systems quickly.

Integration layer
The integration layer provides a library of standard connectors for common engineering and planning tools—such as PLM, CAD/CAE, Excel, ERP, and MES (and Excel). This makes it easy to connect existing systems quickly.

Integration layer
The integration layer provides a library of standard connectors for common engineering and planning tools—such as PLM, CAD/CAE, Excel, ERP, and MES (and Excel). This makes it easy to connect existing systems quickly.

Knowledge layer
A knowledge graph creates a shared foundation that connects product and process knowledge across system boundaries. Instead of storing information in isolated tables, it links entities and relationships in a structured, machine-readable model. This gives AI reliable context—and makes knowledge reusable across workflows.

Knowledge layer
A knowledge graph creates a shared foundation that connects product and process knowledge across system boundaries. Instead of storing information in isolated tables, it links entities and relationships in a structured, machine-readable model. This gives AI reliable context—and makes knowledge reusable across workflows.

Knowledge layer
A knowledge graph creates a shared foundation that connects product and process knowledge across system boundaries. Instead of storing information in isolated tables, it links entities and relationships in a structured, machine-readable model. This gives AI reliable context—and makes knowledge reusable across workflows.

Workflow layer
Use an intuitive low-code editor to automate individual tasks and end-to-end workflows. When needed, AI agents can support or execute specific steps.

Workflow layer
Use an intuitive low-code editor to automate individual tasks and end-to-end workflows. When needed, AI agents can support or execute specific steps.

Workflow layer
Use an intuitive low-code editor to automate individual tasks and end-to-end workflows. When needed, AI agents can support or execute specific steps.

Service layer
Prebuilt AI services help engineers automate specific tasks. For example, CAD models can be analyzed to find similar components and derive the associated routing.

Service layer
Prebuilt AI services help engineers automate specific tasks. For example, CAD models can be analyzed to find similar components and derive the associated routing.

Service layer
Prebuilt AI services help engineers automate specific tasks. For example, CAD models can be analyzed to find similar components and derive the associated routing.

Solution Components of the
wailand Platform:
Overview
Workflow automation (low-code), CAD similarity search, and a library of standard connectors.


What makes our platform different
Automation
Workflows run automatically—no manual start, no manual execution.
Automation
Workflows run automatically—no manual start, no manual execution.
Intelligence
AI services embed domain knowledge to support engineers in daily work.
Intelligence
AI services embed domain knowledge to support engineers in daily work.
Interfaces
Standard connectors keep data and semantics consistent across systems (CAD, PLM, ERP, MES, Excel).
Interfaces
Standard connectors keep data and semantics consistent across systems (CAD, PLM, ERP, MES, Excel).
Usability
Engineers can automate simple workflows themselves. Developers can build robust automations for complex processes.
Usability
Engineers can automate simple workflows themselves. Developers can build robust automations for complex processes.
Scalability
Start small and expand. As integrations and knowledge grow, you can automate increasingly complex processes.
Scalability
Start small and expand. As integrations and knowledge grow, you can automate increasingly complex processes.
Governance
Clear rules and technical controls ensure automation stays reliable and controlled.
Governance
Clear rules and technical controls ensure automation stays reliable and controlled.
Security
Your business-critical knowledge stays protected—at all times.
Security
Your business-critical knowledge stays protected—at all times.
Enterprise-ready
Built on proven technologies and architectural principles—designed for smooth adoption by IT.
Enterprise-ready
Built on proven technologies and architectural principles—designed for smooth adoption by IT.
Suitable for industrial applications
Built on proven technologies and architectural principles—designed for smooth adoption by IT.
Integrations
Prebuilt integrations for faster automation
We provide prebuilt connectors to common engineering and planning tools—so you can automate workflows across your existing systems with minimal integration effort.

Information

Excel

SAP
HTTP
Teamcenter is a comprehensive product lifecycle management (PLM) system designed to enhance efficiency and precision in engineering processes. Its robust features streamline the automation of variant engineering through cutting-edge AI, supporting wailand's mission to bolster the competitiveness of European industry.

JIRA

SOLIDWORKS

MCP

Salesforce

Confluence is a comprehensive tool designed to automate the variant engineering process, utilizing AI technology to bolster European industry. Its sophisticated features provide industrial engineers and technical leaders with reliable solutions, fostering efficiency and precision within their operations.

PTC Windchill

Microsoft Dynamics

Python
Integrations
Prebuilt integrations for faster automation
We provide prebuilt connectors to common engineering and planning tools—so you can automate workflows across your existing systems with minimal integration effort.

Information

Excel

SAP
HTTP
Teamcenter is a comprehensive product lifecycle management (PLM) system designed to enhance efficiency and precision in engineering processes. Its robust features streamline the automation of variant engineering through cutting-edge AI, supporting wailand's mission to bolster the competitiveness of European industry.

JIRA

SOLIDWORKS

MCP

Salesforce

Confluence is a comprehensive tool designed to automate the variant engineering process, utilizing AI technology to bolster European industry. Its sophisticated features provide industrial engineers and technical leaders with reliable solutions, fostering efficiency and precision within their operations.

PTC Windchill

Microsoft Dynamics

Python
Integrations
Prebuilt integrations for faster automation
We provide prebuilt connectors to common engineering and planning tools—so you can automate workflows across your existing systems with minimal integration effort.

Information

Excel

SAP
HTTP
Teamcenter is a comprehensive product lifecycle management (PLM) system designed to enhance efficiency and precision in engineering processes. Its robust features streamline the automation of variant engineering through cutting-edge AI, supporting wailand's mission to bolster the competitiveness of European industry.

JIRA

SOLIDWORKS

MCP

Salesforce

Confluence is a comprehensive tool designed to automate the variant engineering process, utilizing AI technology to bolster European industry. Its sophisticated features provide industrial engineers and technical leaders with reliable solutions, fostering efficiency and precision within their operations.

PTC Windchill

Microsoft Dynamics

Python
wailand Platform at a Glance
Start fast—without replacing your tools
We don’t replace your engineering tools—we connect them. We link information consistently across systems and enable automation on top of your existing landscape.
DevOps / LLMOps
Designed to fit enterprise IT operations. Manage deployments, versioning, and monitoring of workflows and AI services through DevOps/LLMOps practices.
Built for industrial deployment
Centralized monitoring, logging, and alerting—plus clear approval and release processes for workflows and AI services.
AI-native
AI is integrated into the platform in a controlled way, so it can be used across workflows while remaining independent of any single model or provider.
Open by design
Integration is a two-way street. All platform capabilities are available via open APIs, so you can embed wailand functions into your own IT systems.
Sovereign
Sovereignty is a core principle of the platform—from operations to AI model usage. We support multiple operating models, from SaaS to dedicated deployments on regional or customer-managed infrastructure.
wailand Platform at a Glance
Start fast—without replacing your tools
We don’t replace your engineering tools—we connect them. We link information consistently across systems and enable automation on top of your existing landscape.
DevOps / LLMOps
Designed to fit enterprise IT operations. Manage deployments, versioning, and monitoring of workflows and AI services through DevOps/LLMOps practices.
Built for industrial deployment
Centralized monitoring, logging, and alerting—plus clear approval and release processes for workflows and AI services.
AI-native
AI is integrated into the platform in a controlled way, so it can be used across workflows while remaining independent of any single model or provider.
Open by design
Integration is a two-way street. All platform capabilities are available via open APIs, so you can embed wailand functions into your own IT systems.
Sovereign
Sovereignty is a core principle of the platform—from operations to AI model usage. We support multiple operating models, from SaaS to dedicated deployments on regional or customer-managed infrastructure.
wailand Platform at a Glance
Start fast—without replacing your tools
We don’t replace your engineering tools—we connect them. We link information consistently across systems and enable automation on top of your existing landscape.
DevOps / LLMOps
Designed to fit enterprise IT operations. Manage deployments, versioning, and monitoring of workflows and AI services through DevOps/LLMOps practices.
Built for industrial deployment
Centralized monitoring, logging, and alerting—plus clear approval and release processes for workflows and AI services.
AI-native
AI is integrated into the platform in a controlled way, so it can be used across workflows while remaining independent of any single model or provider.
Open by design
Integration is a two-way street. All platform capabilities are available via open APIs, so you can embed wailand functions into your own IT systems.
Sovereign
Sovereignty is a core principle of the platform—from operations to AI model usage. We support multiple operating models, from SaaS to dedicated deployments on regional or customer-managed infrastructure.
Let’s talk
We work with companies that build highly variant products and want to rethink variant engineering from the ground up. If you’d like to explore where automation can create the biggest impact in your organization, let’s talk.
Let’s talk
We work with companies that build highly variant products and want to rethink variant engineering from the ground up. If you’d like to explore where automation can create the biggest impact in your organization, let’s talk.
Let’s talk
We work with companies that build highly variant products and want to rethink variant engineering from the ground up. If you’d like to explore where automation can create the biggest impact in your organization, let’s talk.