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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.
Editorial collage showing LevelUp program delivery through workshops, cohorts, applied projects, and partner collaboration

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.

  1. Module 01

    Assistant use-case design

  2. Module 02

    Instructions and knowledge

  3. Module 03

    Guardrails and testing

  4. 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.