Independent consulting practice of Jan Viljoen
At its core, OOZLE is itself a system for creating systems with AI – learning systems, capability systems, human–AI work systems, and bespoke methods and operating frameworks.
My work draws on more than 25 years in professional education, digital learning and EdTech, with the past four years focused on designing and operating AI-integrated capability, learning and human–AI systems.
Learning systems
Capability systems
Human–AI work systems
Frameworks and methods
The central principle
The objective is not simply to produce a single output with AI. It is to create the architecture through which coherent outputs can be produced, used, governed and improved repeatedly.
A human–AI approach for defining requirements and designing, building, governing and evolving further systems.
Learning systems, capability systems, human–AI work systems, and bespoke frameworks or operating systems.
Courses, pathways, activities, workflows, decisions, tools, methods and other usable work-products.
Use, evidence and changed requirements become inputs to the next controlled iteration under human authority.
Recursive evolution is governed rather than autonomous: outputs, evidence and changed context feed the next controlled iteration, while human judgement, validation, versioning and accountability remain explicit.
Services
The client’s required outcome determines the lead service. Existing methods may enable the work, a new framework may be one deliverable, or the framework or system itself may be the assignment.
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Transforming existing programmes, converting authoritative content into interactive learning systems, designing new AI-integrated education from the ground up, and establishing repeatable AI-enabled learning-production systems.
Explore AI-integrated education02
Translating organisational priorities, roles, workflows and use cases into capability requirements, differentiated pathways, practical enablement programmes and controlled renewal mechanisms.
Explore workforce AI capability03
Designing how people, AI, knowledge, workflows, decisions, authority and oversight fit together in actual work, then producing the operating models, artefacts and specifications needed to proceed.
View this service family04
Creating or strengthening client-specific frameworks and systems so that fragmented expertise or complex requirements become coherent, repeatable, governable, transferable and capable of renewal.
View this service familyDesigned for scale
Scale is not treated as volume alone. The system must remain coherent, usable and accountable as it produces more outputs, serves more contexts, or is transferred to other people.
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The work does not have to be reconstructed from the beginning each time.
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Components can be reused, combined, contextualised and extended.
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Roles, processes, standards and artefacts can be understood and operated by others.
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Source use, quality, human authority and approval remain explicit as the system grows.
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Evidence and changed requirements can be incorporated without rebuilding everything.
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The system can generate further programmes, frameworks, workflows, tools or work-products.
Applied work
AISDI is the most complete current applied system. XpertSkills shows that the systems-building record predates it by two decades.
AISDI
I conceived, built and operate the AI Skills Development Institute as an integrated capability and learning system. It includes capability and pathway architecture, an AI-integrated education system, a governed course-authoring and QA system, structured learning-activity development, and delivery and renewal mechanisms.
These connected systems produce courses, learning activities, assessments, pathways and supporting assets. More than 150 courses are published, authored or in development.
AISDI is a separate business. Its courses, learning system and delivery activities remain within AISDI.
Visit AISDIXpertSkills
Before AISDI, I founded and led XpertSkills for 20 years. I built an international online-learning operation, managed product, platform, partner, customer and delivery requirements, conceived an AI-supported skills-intelligence and course-recommendation system, and led development of a multi-tenant digital-learning platform.
Explore the work and methods