Learning Data Factory
Don't let your precious learning data unused
Discover how to leverage the hidden value of the learning records of your trainees to better calculate and improve your L&D ROI.
Are you leveraging your gold mine of data?
In an era where personalized learning and data-driven insights are integral to educational success, the Learning Data Factory stands as a transformative solution for educators, administrators, and learners alike.
Seamlessly integrating with existing learning systems through the dataspace, the Learning Data Factory offers a comprehensive suite of tools to optimize learning data management while ensuring security and privacy compliance (GDPR).
Key Benefits
The Learning Data Factory empowers you better collect and used the learning records produced by your trainees.
Comprehensive dashboards
Access holistic dashboards that compile all learner data from multiple sources, even beyond the limitations of a traditional LMS
Understand each learner
Gain insights into each learner’s educational background before they join your programs.
Data from various sources
Integrate data from job boards, LMS, HR systems, Matomo, and other sources to gain actionable insights.
GDPR compliance
Benefit from precise indicators and reporting mechanisms that comply with GDPR standards.
Protect Privacy
Share organizational achievements without exposing individuals personal data.
Learning paths
Tailor personalized learning journeys for each learner within your LMS.
USE CASE
dashboard
With the Learning Data Factory, you can create detailed dashboards that track learner progress across various metrics and platforms.
For instance, you can visualize the overlap of learners who have completed specific course across different LMS or MOOC platforms, or provide certification data in a user-friendly interface.
- Eliminate Data Silos
- Evaluate training impact & ROI
- GDPR-Compliant Analytics
USE CASE
AI agent to personalize learning
You can connect with AI agent that analyzes a learner’s interaction data, examining their successes, failures, and the topics they find challenging or have mastered.
This AI agent provides targeted encouragement by recognizing achievements and identifying learning objectives in areas requiring further practice.
By doing so, it tailors the educational experience to each learner’s unique progress and needs, fostering a more supportive and personalized learning journey.
- Improve learner engagement
- Timely feedback
USE CASE
Use data with LLM
The Learning Data Factory allows to utilize LLMs, ensuring data remains private and not reused. This allows educators to use advanced AI tools with confidence, knowing their data integrity and privacy are maintained.
- Protect privacy: data is anonymized
- Protect privacy: data is anonymized
Simple and trustworthy
The Dataspace Solution
A Dataspace is a service marketplace between trusted partners.
- Marketplace of AI and data services
- Workflow automation
- Improve interoperability
- Decentralized with common governance
- Controlled by EU private and public orgs
- Guranteed data use traceability
- 100% compatible with GDPR
Locked-in and black box
Private marketplace
Typical private marketplace such as Zapier, IFTTT or Workato.
- Marketplace of AI and data services
- Workflow automation
- Improve interoperability
- Controled by a single tech provider
- Controled by US company
- Unclear control of data reuse
- Not compatible with GDPR by default
USE CASE
skills analysis
Conduct comprehensive skill gap analyses by comparing learner records with job profiles, and provide targeted MOOC suggestions to close those gaps, thereby enhancing career prospects and educational outcomes.
- Not controled by a single tech provider
- Compatible with EU private and public orgs
- Guranteed data use traceability
- 100% compatible with GDPR
How it works
The Learning Data Factory in practice
The Learning Data Factory operates through a streamlined process of data collection, storage, and valuation.
1
Collect
Gather learning traces from diverse systems and interactions, ensuring rich data availability
2
Store
Store the data securely in the Learning Record Store (LRS), connected to the dataspace for seamless integration.
3
Get value
Transform the data into meaningful insights and actionable pathways, using sophisticated analysis and visualization tools.
6 in 1 bundle
The Learning Data Factory is a toolkit including everything you need to collect, store, process and use learning records of your trainees.
Open source LRS
Store Learning Records (LRS) seamlessly and connected to the dataspace for secure and efficient data handling
format converter
Convert multiple data formats (SCORM, xAPI, cmi5, CSV) for interoperability and store into the LRS.
Anonymization Pseudonymization
Help you protect user privacy while maintaining data value and utility.
connector for Matomo
To track website visits and interactions to enrich data profiles.
connector for LMS
To extract and convert into xAPI learning records from LMS such as Moodle or Totara.
Dataspace integration
The Learning Data Factory is integrated with Prometheus-X dataspace. You are directly connected to the Dataspace so you can also use all the services it offers.
FAQ
Frequently Asked Questions
The Learning Data Factory is a bundle of complementary tools that helps organizations . It enables you to collect, analyze, and leverage learner records to , personalize learning, and ensure GDPR compliance—all while .
L&D professionals and administrators in organizations looking to harness learning data for insights, personalization, and compliance.
The Learning Data Factory , and more. It .
The Learning Record Factory is a bundle of six complementary tools:
- Open-source LRS for secure storage
- Format converter for interoperability
- Anonymization/pseudonymization tools
- Connector for Matomo
- Connector LMS (Moodle/Totara)
- Dataspace Integration (Prometheus-X)
The Dataspace is a , offering —all .
Contact us here to through the setup and integration process.
ready to unlock the value of your learning records?
Get in touch today and talk to one of our experts.
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