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Image Generation Checklist
Image generation is where shadow AI gets messy fast. Employees sign up for personal MidJourney accounts, use free DALL-E credits, or generate images through random web tools with questionable terms of service. Channel this demand by deciding whether your General AI Assistant's built-in generation is enough or if you need a dedicated tool.
Evaluation Checklist
1. Current Usage & Demand
What showed up in your amnesty audit?
Check the survey responses and IT discovery results for image generation tools. Common shadow AI tools to look for: MidJourney, DALL-E (via ChatGPT), Adobe Firefly, Stable Diffusion, Leonardo AI, Ideogram, free online generators.
Few users, occasional use: Built-in image generation from your General AI Assistant likely covers this. Don't add a tool for a handful of use cases.
Multiple users, regular use: There's real demand. Continue through this checklist to determine the right solution.
Marketing/design team is a primary user: They likely have specific quality and style requirements. Involve them in the evaluation -- their needs are different from someone generating a quick presentation graphic.
What are images being used for?
Internal presentations and documents: Quality bar is low. Built-in image generation from ChatGPT (DALL-E) or Gemini (Imagen) is more than sufficient. No separate tool needed.
Social media and blog content: Quality bar is medium. Built-in tools work for most social content. If you're publishing daily and need consistent brand style, a dedicated tool may help.
Marketing campaigns and client-facing materials: Quality bar is high. MidJourney consistently produces the highest-fidelity output for photorealistic and artistic styles. Consider whether your design team should be using this alongside (not instead of) tools like Adobe Creative Suite.
Product mockups and prototyping: This is specialized. MidJourney and Ideogram handle this well, but your design team may prefer tools that integrate with their existing workflow (Adobe Firefly inside Photoshop, for example).
2. What's Already Built In
Check your General AI Assistant's image capabilities
ChatGPT Team
DALL-E 3 and GPT-4o image generation built in. Generates images directly in the chat interface. Good for general-purpose images, illustrations, and concepts. Handles text in images reasonably well. Included in your subscription -- no extra cost.
Gemini Business
Imagen 3 built in. Generates images within the Gemini interface. Strong photorealistic output. Integrates with Google Slides for direct insertion. Included in your subscription.
Claude Team
No built-in image generation. Claude is text and analysis focused. If you chose Claude as your General AI Assistant and need image generation, you will need a separate tool.
M365 Copilot
Image generation via DALL-E integrated into Microsoft Designer and PowerPoint. Good for presentation graphics. Quality is suitable for internal use.
3. Quality & Style Requirements
Do you need consistent brand style across generated images?
Yes, strict brand guidelines: MidJourney offers style references (--sref) and style consistency features. You can create a "brand style" that new images match. Built-in tools in ChatGPT and Gemini can be guided with detailed prompts, but consistency is harder to maintain across sessions.
Loose consistency: Detailed prompt templates can maintain reasonable style consistency in any tool. Create a shared prompt library with your brand colors, style descriptors, and composition guidelines.
No brand requirements: Built-in tools are fine.
What resolution and format do you need?
Web and social (1080px-2048px): All tools produce sufficient resolution. Not a differentiator.
Print (300 DPI, large format): MidJourney produces higher-resolution outputs natively and supports upscaling. Built-in tools typically max out at lower resolutions, though AI upscaling services can compensate.
Specific aspect ratios (stories, banners, thumbnails): MidJourney has precise aspect ratio control (--ar). ChatGPT/DALL-E supports common ratios. Check if your most-needed formats are supported before choosing.
Do you need text rendering in images? (Headlines, labels, captions)
Yes, frequently: Text rendering in AI images has improved significantly but still isn't perfect in any tool. GPT-4o (ChatGPT) and Ideogram are currently the best at rendering readable text. MidJourney struggles more with text. If text-heavy graphics are a primary need, consider whether Canva or a design tool is a better fit than AI image generation.
Rarely: Not a differentiator.
4. Licensing & Commercial Rights
Will generated images be used commercially?
Yes: Verify commercial usage rights for each tool:
- - ChatGPT Team: OpenAI grants commercial usage rights on paid plans.
- - Gemini Business: Google grants commercial usage rights on Workspace business plans.
- - MidJourney: Commercial usage rights on paid plans. Free trial images cannot be used commercially.
- - Adobe Firefly: Designed for commercial safety -- trained only on licensed/public domain content. Included with Creative Cloud subscriptions.
Terms change. Always verify the current terms of service for your specific plan.
Are you concerned about IP indemnification for generated images?
Yes: Adobe Firefly offers the strongest IP indemnification for generated images -- it's trained exclusively on Adobe Stock, licensed content, and public domain materials. If your legal team requires indemnification, this is the safest option. Check current indemnification terms for other tools as this is evolving rapidly.
Not a concern: Move on.
Decision Flow
Use your General AI Assistant's built-in image generation if:
- - Images are primarily for internal use (presentations, docs, Slack)
- - No strict brand style requirements
- - Volume is low to moderate (under 50 images/week)
- - Web resolution is sufficient
- - Your General AI Assistant is ChatGPT, Gemini, or M365 Copilot (not Claude)
Add MidJourney if:
- - Marketing/design team needs higher-fidelity creative output
- - Brand style consistency matters across campaigns
- - You need print-quality resolution or specific aspect ratios
- - Your General AI Assistant is Claude (no built-in image generation)
Consider Adobe Firefly if:
- - Your design team already uses Adobe Creative Cloud
- - IP indemnification is a requirement
- - You need AI generation integrated into Photoshop/Illustrator workflows
- - Training data provenance (no scraped data) matters to your brand
Watch out for free tools.
Free image generation tools are the biggest shadow AI risk in this category. Employees use them because they're easy and cost nothing -- but "free" usually means your prompts and generated images become training data. Make sure your approved option is accessible enough that people don't feel the need to reach for random free alternatives.