Zakia Ilyas · Portfolio

AI build log

From Prompt to Published

How I built Side Street Support Studio, a 31-screen customer service simulation, with AI. This is what I gave it, what came back, and what I changed.

Step 1

I started with my own storyboards

Before any AI work, I storyboarded the whole course. The content storyboard, in Word, holds the learner-facing script, interaction logic, answer criteria and branching feedback. The visual storyboard, in PowerPoint, lays out every screen and includes a character library and a visual language page.

31screens, including repair branches
10scored actions worth 100 points
6learning objectives
30–40minutes for learners
Storyboard slide for the opening screen, The Support Studio
Opening screen
Storyboard slide for The access workbench, with three columns of records and actions
A scored workbench
Storyboard character library showing Nia, Maya, Jules and Amir
Character library

Step 2

A first try that missed

Before I brought in the storyboards, I asked for a customer service course from an idea alone.

My promptMake it interactive and scenario-based. I like the idea of a dark noir course where the learner has to act like a detective… If you can add some realistic scripting and audio, that would be helpful too. When doing the scenarios, make interactive chatboxes, text messages, emails, or whatever form of communication would be relevant to the theme.Shortened and lightly edited for typos.
Title screen of the first draft, a dark noir course called The Case of the Missing Order
What came back: a narrated noir mystery with voicemail, chat and email.
My call

It worked, but it felt outdated. Instead of patching it with more prompts, I went back to my storyboards and started over.

Step 3

The prompt that worked

The second time, I attached both storyboards and said exactly what I wanted, and what I didn't.

My promptUse the visuals in this PPT. You don't have to follow it perfectly, but use it for ideas. I'm open to different fonts and interactions. I also added a Word doc storyboard that I'd like you to use for content and visualization ideas. I'd like more visuals than what's currently in the storyboard, like background scenes along with the avatars. Don't make the images look too linear. I want them detailed but not overcrowding the scene. Do not add any audio. You can add an on-screen script, but no transcript in the sidebar.Lightly edited for typos.

Why it worked

  • 1Two sources of truth. The Word storyboard set the content. The PowerPoint set the look.
  • 2Room to improve. "Use it for ideas" let the build go past the slides where that helped.
  • 3Visual direction in plain words. Background scenes, avatars, detailed but not crowded.
  • 4Clear limits. No audio and no sidebar transcript, stated up front.

Step 4

Storyboard vs. build

The structure, copy and interactions come straight from the storyboard. The build reuses the storyboard's photos as full background scenes, cuts the characters out so they stand in each scene, and adds the working logic.

S01 · The launch shift

StoryboardStoryboard version of the opening screen
BuildBuilt version of the opening screen with a launch-evening scene and tonight's queue

Same layout and copy. The build adds a preview of tonight's three-customer queue over the scene.

S06 · The message behind the ticket

StoryboardStoryboard version of the phrase-tagging screen
BuildBuilt version of the phrase-tagging screen with Maya standing outside the print studio

The phrase-tagging task works as designed. Maya now stands in the scene beside her chat.

S10 · The access workbench

StoryboardStoryboard version of the access workbench
BuildBuilt version of the access workbench with selectable actions

The three columns become a working, scored workbench, checked against the answer criteria in my storyboard.

Step 5

Who did what

AI did a lot of the building. The design decisions stayed with me.

Me

  • Storyboarded every screen: script, interactions, answer criteria, feedback and layout
  • Rejected the first concept and changed direction
  • Set the visual direction and the limits
  • Reviewed the build and approved it

AI

  • Built the 31 screens as a working HTML course
  • Turned my answer criteria into scoring and branching
  • Cut characters out of the storyboard photos and placed them in scenes
  • Tested each path and fixed the layout problems it found

What I'd do again

  • Start from a finished storyboard. The idea-only prompt came back generic. The storyboard came back close to what I designed.
  • Put the limits in the prompt. Saying no audio, no transcript and "not crowded" shaped the result as much as the content did.