Product Update 25.2 – Dynamic Modeling and Full Binary File Integration
With the second major release of 2025, eccenca Corporate Memory 25.2 introduces a powerful suite of enhancements that elevate knowledge management to a new level of efficiency, usability, and flexibility. This release empowers data engineers, knowledge architects, and business users alike to work more collaboratively and productively – with intelligent automation, visual guidance, and seamless data integration. From AI-assisted mapping creation and enhanced binary file workflows to dynamic SHACL modeling and advanced multi-graph query capabilities, 25.2 delivers tangible productivity gains and unlocks new possibilities across the entire data lifecycle.
Here’s what’s new in Corporate Memory 25.2:
Feature Highlights
Build: Enhanced File Management in Workflows
Explore: Dynamic SHACL Shape Creation
Explore and Automate: Multi-Graph Query Management
Build: Enhanced File Management in Workflows
Workflows just got a lot more powerful. Corporate Memory 25.2 introduces binary file datasets and project file operators, enabling seamless integration of PDFs, images, and other binary formats into data pipelines. This allows document processing to happen directly within Corporate Memory.
Why it matters: Instead of relying on external tools for handling files, you can now manage unstructured content as part of your knowledge automation – unlocking new end-to-end use cases like contract processing, image enrichment, or hybrid data linking.
Explore: Dynamic SHACL Shape Creation
Design your data models without interruptions. With the new dynamic SHACL shape creation, you can now define new classes and properties directly while building SHACL constraints – no need to switch tools or tabs.
Why it matters: This capability speeds up ontology design and SHACL authoring by keeping modelers in flow – making it easier to respond to evolving data needs on the spot.
Explore & Automate: Multi-Graph Query Management
The query catalog has been expanded to support multiple target graphs and dynamic graph selection. SPARQL queries can now be organized and executed across different graph contexts, ensuring better maintainability and clearer separation of knowledge domains.
Why it matters: This is a game-changer for managing complex data landscapes. From linked product data to master ontologies and governance rules – users can now tailor queries to specific graphs without duplicating logic.
Build: Mapping Creator (BETA) – Visual Mapping Meets GenAI
Create, understand, and maintain your mapping rules faster than ever. The new visual mapping environment empowers users with a clean, graphical interface that simplifies complex data transformations. Enhanced by Generative AI, Mapping Creator assists in rule creation, provides intelligent suggestions, and drastically reduces the time to deploy new mappings.
Why it matters: Traditional mapping creation could be time-consuming and error-prone. With Mapping Creator, both technical and non-technical users can confidently build and manage mapping rules – with full transparency and AI guidance.
Why Upgrade Now?
Corporate Memory 25.2 delivers significant improvements that directly impact productivity, scalability, and user experience:
Accelerate time-to-value with GenAI-assisted mapping that simplifies even the most complex data integration tasks.
Streamline unstructured data workflows by integrating PDFs and binary files directly into your knowledge automation processes.
Model smarter and faster with in-context SHACL shape editing – no switching, no delays.
Scale query management with full support for multi-graph environments, giving your teams the flexibility to work across domains without friction.
Whether you’re scaling knowledge governance or launching new data initiatives, 25.2 provides the foundation for faster delivery, better collaboration, and more robust data control.
Learn More & Get Started
Curious about every fix and API tweak? Read the full release notes and compare them with our recent updates: 25.1 "Workflow-Driven, Query-Accelerated, Shape-Smart", 24.3 “Streamlined Knowledge Management", and 24.2 “Intuitive Graph Building”.
Try It Out Yourself
Curious to see what Corporate Memory 25.2 can do for you? Launch a eccenca Corporate Memory free Community Edition Sandbox and watch your data transform into actionable insight.
