AI adoption workshops
ADPT-111 day
Building and Evolving Custom GPTs
Participants design focused AI assistants with clear jobs, instructions, knowledge sources, guardrails, testing routines, and improvement plans for real workflows.
- Who it's for
- Teams, educators, managers, operators, entrepreneurs, and service providers who want focused assistants for repeatable workflows.
- Problem it solves
- Custom assistants often fail because they lack a clear job, useful context, guardrails, testing, and improvement routines.

Course profile
Problem solved
Curriculum that turns interest into usable capability.
Custom assistants often fail because they lack a clear job, useful context, guardrails, testing, and improvement routines.
What learners produce
Artifacts that can be inspected, coached, and improved.
- Custom GPT concept
- Instruction set
- Testing checklist
- Improvement plan
Why license it
Built for delivery, adaptation, and local relevance.
- Internal tool workshop
- Educator assistant design
- Team productivity sprint
- Service workflow prototype
Course architecture
What the course covers.
Each LevelUp course combines practical instruction, guided application, and evidence of learning that partners can adapt to local economic priorities.
Module 01
Assistant use-case design
Module 02
Instructions and knowledge
Module 03
Guardrails and testing
Module 04
Iteration and ownership
Learning outcomes
What participants can do afterwards.
- Define a useful assistant job
- Write structured instructions
- Test assistant behavior
- Plan ongoing improvement and governance
Bring this course to your community
License, adapt, or embed this curriculum inside a broader talent system.
LevelUp can support curriculum licensing, instructor enablement, partner delivery design, and employer-aligned implementation planning.