A short glossary of terms used in the AI Native Circle™ programme and the practical AI workflow world.
Working with AI as part of your operating model, not just using it occasionally.
AI-native means integrating AI into repeatable workflows, documenting how it is used, reviewing outputs, and improving the system over time.
Related: /professionals, /scorecard, /resources/what-does-it-mean-to-be-ai-native
A repeatable process where AI helps complete part of a real task.
An AI workflow combines inputs, prompts, review points, and outputs so the process can be reused with consistency and clarity.
Related: /resources/what-is-an-ai-workflow, /resources/ai-workflows-vs-prompts
A workflow that includes AI in one or more steps, with human oversight.
AI-assisted workflows use AI to support research, drafting, summarising, planning, or follow-up while the non-technical professional retains judgement and control.
Related: /professionals, /resources/ai-workflows-vs-prompts
A system that uses AI to perform structured tasks or support decisions.
An AI agent can help with research, recommendations, client insights, career clarity, or business operations while working within a defined workflow.
Related: /resources/what-is-an-ai-workflow, /demo-jam
Tangible evidence that you can apply your skills to real problems.
In the AI era, proof-of-work includes workflows, agents, demos, documented processes, and outputs that show practical capability.
Related: /professionals, /builds, /resources/proof-of-work-in-the-ai-era
A single instruction given to an AI system.
Prompts are part of the process, but a workflow includes context, structure, review, and repeatability beyond one prompt.
Related: /resources/ai-workflows-vs-prompts
A simple framework for mapping a work process, inputs, steps, and outputs.
The AI Workflow Canvas helps non-technical professionals visualise a recurring process and design where AI can add value.
Related: /professionals, /build-session
A monthly member session to share and improve real builds.
Demo Jam is a trusted space for members to demo workflows, dissect what works, and borrow ideas from other non-technical professionals.
Related: /demo-jam, /builds
Applying AI to the work you already do.
This path is for non-technical professionals who want to use AI to improve existing roles, processes, or business operations.
Related: /professionals, /apply
Turning experience into a new chapter with AI.
This path is for senior non-technical professionals who are exploring reinvention, advisory, or portfolio work.
Related: http://ainativebootcamp.netlify.app, /apply
