Extract the structure
Identify headings and topic groups to divide long sources into manageable learning units.
Create Curricula and Learning Content from PDFs, Slides and Books with AI
Draft training content with AI from PDFs, presentations and digital books your organization is authorized to use.
Turning documents into learning design requires identifying key topics, intended outcomes and appropriate learning steps. Qulak AI helps create structured drafts from sources the organization is authorized to use; organization-specific agents, realistic workplace scenarios and configured web research can enrich the material. A learning expert verifies sources and content, edits the draft and approves the final version for publication.
QULAK AISource → learning draft
The organization remains responsible for source selection and rights checks; AI supports the drafting process.
01Authorized source
02Topics and structure
03Outcome draft
04Learning content
05Expert approval
CONTENT DESIGN
Create training drafts from authorized documents
When moving from a source to a course draft, the links between content, audience and learning outcome should be visible.
Map learning outcomes
Draft links between topics, organizational competencies and learning objectives.
Adapt the format
Prepare lesson summaries, activities, assessments or short learning drafts for the intended flow.
Scenario and agent support
Use organization-specific agents to propose workplace scenarios and controlled web research; ask experts to verify the sources.
CORPORATE GOVERNANCE
Check rights and approve content before publication
Each document processed with AI must be selected by the organization and checked for the intended use.
Confirm rights first
Use only sources owned by the organization or licensed/authorized for the intended use.
Maintain source traceability
Apply internal source and approval practices so experts can compare drafts with their references.
Review before publication
Check accuracy, currency, copyright terms and alignment with learning objectives.
END-TO-END WORKFLOW
AI training content generation workflow
AI drafts fit within the organization’s content authoring and publication approval workflow:
Select the source
Verify rights and intended use for the PDF, presentation or digital book.
Set the learning purpose
Clarify the audience, competency and expected outcomes.
Create the draft
Use source structure to draft topics and content, then prepare scenario and web-research drafts with organization-specific agents.
Review and approve
Experts check source alignment, accuracy and the final content for publication.
HUMAN REVIEW AND ORGANIZATIONAL CONTROL
Copyright and license review is required before publication
Adding content to a system does not mean it is licensed for every use. The organization must verify usage and processing terms, and experts should approve AI drafts before publication.
• Do not reproduce or redistribute sources without the required rights.
• Check whether the license permits AI processing and derivative content creation.
• Do not publish drafts that are inaccurate or no longer current.
Qulak AI Solutions
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Link skill sets to roles and curricula, then structure personalized development programs.
Explore solutionQuestion Generation and Tagging
Draft similar questions from authorized sources and map existing items to learning outcomes and skills.
Explore solutionFAQ
About creating content from documents
What types of sources can be used?
PDFs, presentations and digital books the organization is authorized to use may be considered. The organization should check each source’s license and AI-processing terms.
Is AI-generated content published automatically?
No. Treat AI output as a draft. Experts should review source accuracy, copyright terms, learning objectives and organizational language.
Which file formats are supported?
This page describes PDF, presentation and digital-book use cases. Available file types and technical limits should be confirmed for your organization during a demo.
See a content workflow using authorized sources
Let’s review an appropriate workflow for your documents, copyright policy and expert approval steps.
Request a Content Creation Demo