The AI Staircase.
Six steps from asking a chatbot one-off questions to running a team of AI agents. Find the step you are on, then take the next one. Jacqueline V. Twillie walks people up this staircase in every workshop.
By Jacqueline V. Twillie, MBA. Founder of BNEDai. From her conversation on Office Hours: The Black Girl Podcast, September 28, 2026. Updated October 19, 2026.
The six steps
Each step up changes who does the work. On the first three, you do every task and AI sharpens the output. From step four, an AI agent does the task and you review it.
Basic search and chat
You treat AI like a search engine. One question, one generic answer, and it forgets you the moment you close the tab. High effort, low return. You are doing all the thinking and all the typing.
Structured prompting
You give context, a role, and a tone for a single task, and the output gets noticeably better. You are still the one copying, pasting, and coordinating every step.
Custom instructions and knowledge
You save your preferences and your standard documents once, so you stop repeating yourself every morning. The tool knows how you work. It still waits for you to start every task.
Single-task AI agents
You connect written instructions to your tools, such as email, the calendar, or Airtable, and hand over one repetitive task, such as filling forms, with a human in the loop. Work happens while you are elsewhere. You review before anything goes out.
Onboarding an AI agent like a new hire
Each AI agent gets a job description, system access, guardrails, step-by-step instructions, and reporting expectations before its first run. The AI agent is reliable because it was set up like a person would be.
The AI agent team, with a Chief of Staff AI agent
Several named AI agents, each with a job, and one Chief of Staff AI agent that reviews on Friday which ones moved the week's goals. You manage a team. The audit is weekly and the goals are written down on Monday.
Which step are you on today? Step four is where most people feel the difference, and the onboarding sheet is how you get from four to five.
What is the AI Staircase?
The AI Staircase is Jacqueline V. Twillie's six-step picture of how a non-technical person moves from asking a chatbot one-off questions to running a team of AI agents. The steps: basic search and chat, structured prompting, custom instructions and knowledge, single-task AI agents, onboarding an AI agent like a new hire, and an AI agent team reviewed by a Chief of Staff AI agent. Most people in her workshops arrive on step one or two.
Each step up is a shift in who does the work. On the first three steps you do every task and AI improves the output. From step four, an AI agent does a task and you review it.
How do you know which step of the AI Staircase you are on?
Ask who starts the work and who carries it. If you type a question and read an answer, you are on step one. If you write a careful brief every time, step two. If the tool already knows your preferences and documents, step three. If a task runs on its own and you review the result, step four. If every AI agent has a written job, access, guardrails, and a report-back, step five. If a Chief of Staff AI agent reviews the others each week, step six.
What is the difference between structured prompting and an AI agent?
Structured prompting improves one answer; an AI agent does one job. A prompt still needs you to start it, paste the inputs, and carry the output to where it goes. An AI agent has written instructions connected to your tools, so it can read the form, fill it, and hand you the result to approve. The jump from step two to step four is the jump from better answers to delegated work.
Do you need a team of AI agents?
No. Most people get the biggest return at step four, one single-task AI agent on a job they dread, with a human in the loop. Jacqueline runs a team of more than twenty named AI agents because she runs several businesses. One well-onboarded AI agent, reviewed every Friday, is the whole staircase in miniature.
How do you climb the AI Staircase without a technical background?
One step at a time, with a learning budget you set on purpose. Jacqueline compares it to moving to a new city: you expect to burn a tank of gas getting lost, so budget a fixed amount of time and money each month, treat a failed workflow as a missed exit, and take the next turn. She has taught more than 400 people with no code background to build their first AI agent in about an hour.
Take the next step live.
Build a single-task AI agent in about an hour at a free Agent Lab session, or bring the staircase to your team.