ApplicationCase studyImageBusiness Tool

GPT Image · Team Image Creation and Integration

Generate and edit images in team workspaces, manage members and shared credits, and track image requests from existing business tools.

Audience
Teams & operators

No public application link is provided. Explore the case study and screenshots.

Screenshots & demos

Open image

Project overview

GPT Image brings image creation, workspace membership and usage records together for teams sharing image-generation capabilities. Users can submit a written request directly on the website or include reference images for an edit. Existing business tools can also connect through managed access and have their image tasks tracked in the same workspace.

Create images and compare alternatives

  1. For each creation task, users describe the image, choose proportions, dimensions, quality and quantity, and optionally add reference images.
  2. Completed results appear together so the alternatives from one request can be compared.

Promotional materials, concept visuals and content illustrations can begin with a written direction, followed by further attempts using reference material to make the discussion concrete.

Organise workspaces and members by project

  • Different projects can have separate workspaces. Switching workspaces changes the displayed balance, tasks and usage records.
  • Registered users can be added to a team, with member roles and removal controlled by the relevant permissions.

This gives each project a defined membership and management scope when several projects run in parallel.

Reconcile shared credits and task costs

Each workspace has a shared credit balance.

  • Available credits are checked before a task begins, while task records show the generation mode, selected output conditions, cost and status. Failed tasks retain error information and have a credit-refund process.
  • Usage events connect activity with its task and access credential, helping teams reconcile what was done with what was spent.

Manage connected tools and final delivery

  • For an existing business tool, administrators can create and name access credentials, inspect their status and last-use time, and revoke them when no longer needed.
  • Website creation and connected tools share workspace management, while their access routes remain identifiable.

The emphasis is shared use and traceable records; there is currently no workflow for assigning an independent credit allowance to each member.

The product organises connected image-generation services into a workflow that teams can use and manage. Its value is linking a creative task with membership permissions and spending records, giving creators a place to choose results and administrators a basis for review. Generated images still need content and visual-quality checks for their intended use before final delivery.

Ownership & delivery

I independently owned product definition, interaction design, architecture, frontend and backend development, deployment and maintenance. I turned image generation and editing into a workspace service with member permissions, API credentials and task records, including credit reservation, failure refunds and usage reconciliation.

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