Engineering information should flow through the delivery instead of being rebuilt at every stage.

Documents, drawings, SCDs, configuration, databases and existing systems describe different parts of the same reality. The working method connects them so information can be reused, changed and quality-assured without losing its engineering context.

Process illustration of an engineering drawing being analysed and built into a structured model. Engineering source material → structured model

Six stages from source material to delivery.

The sequence is adapted to the delivery, and the stages are often iterative.

  1. 01Collect

    Documents, drawings, SCDs, configuration and system data.

  2. 02Compare

    Shared keys, differences, gaps and dependencies.

  3. 03Structure

    Objects, relationships, rules and engineering context.

  4. 04Process

    Governed changes, reuse and scaling.

  5. 05Validate

    Deviations, traceability and control against the source.

  6. 06Deliver

    Configuration, HMI, diagrams, documentation and reports.

One structure supports multiple deliverables.

Information is collected from multiple sources and connected through shared keys, objects and relationships. The validated foundation can then be used in systems, diagrams, documentation and reporting.

The tools are combined to fit the task.

The tools cover different parts of the workflow and can be used together or independently. The combination is determined by the source material, engineering requirements and the deliverable being built.

Process illustration of engineering data sources being compared and connected into one traceable dataset.
Process illustration · no customer data

01 · Data foundation and comparison

Collect, find and compare

Search & Index and AML Analyzer are examples of tools that make differences, gaps and relationships visible across files and systems.Collect · Compare
Process illustration of objects and connections being detected in an engineering drawing and built into a structured model.
Process illustration · no customer data

02 · Korani Diagram Studio

Drawings as structured information

YOLO, SAM 2 and custom models identify objects, text and connections in engineering drawings and make the result available for further processing.Structure
Process illustration of an editable engineering diagram with shapes, connections and structured shape data.
Process illustration · no customer data

03 · Visio MCP

Rule-based diagram work with AI support

Bounded operations create and edit pages, shapes, connections, context and shape data. AI can be used as support within these operations.Structure · Deliver
Process illustration of a validated SCD structure being reused with governed variations.
Process illustration · no customer data

04 · SCD Copy

Reuse and project generation

Existing SCDs and structures provide a foundation for changing, scaling and building new engineering deliverables without starting over.Process · Deliver
Process illustration of sources and generated structures being compared to identify and trace deviations.
Process illustration · no customer data

05 · Validation and traceability

Control against sources, rules and expected structure

The result is compared with its source to identify deviations and preserve traceability throughout the workflow.Validate
Process illustration of one validated information model being reused for several engineering deliverables.
Process illustration · no customer data

06 · Delivery generation

Reuse the same validated foundation

The structured information can be reused in configuration, HMI, Visio, SCD, documentation and reporting.Deliver

Do you have a technical need, an idea or a process that deserves a better solution?

I can contribute to existing work or entirely new projects. The contribution can range from consulting and problem definition to software, integrations, data solutions and AI integrations where relevant. The assignment does not need to be related to automation or existing industrial systems.

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