When to use this
Use this when image creation would directly improve slow design iteration and asset bottlenecks.
It is a good pilot candidate when the work happens often, has a clear owner, and can be tested with recent real examples.
Use cases
Workflow decision guide
Image creation
Faster visual exploration and campaign assets.
MarketingLow effortMedium risk1-2 weeks
4
Mapped tools
Start with workflow fit. Use tools only after the inputs, review point, and success metric are clear.
Expected impact
Measure the pilot with asset turnaround and approval rate.
The expected impact should be visible in faster cycle time, fewer manual corrections, or more consistent work quality.
Risk check
Use approved examples, add a review checkpoint, and keep output quality measurable.
Watch for drift, incomplete context, or overconfident outputs before moving the workflow into regular use.
Implementation checklist
Define image guidelines
Generate concepts
Review brand fit
Required inputs
These inputs make the pilot more measurable and reduce tool switching later.
Brand style
Image brief
Tool shortlist
Best mapped tools for this use case
Canva
Design
Canva is mapped to image creation based on current curated use-case data.
Teams that want to pilot this use case before committing budget.
Free planFreemium
Midjourney
Image generation
Midjourney is mapped to image creation based on current curated use-case data.
Teams with a clear workflow and budget for a paid tool.
Paid
Adobe Firefly
Image generation
Adobe Firefly is mapped to image creation based on current curated use-case data.
Teams that want to pilot this use case before committing budget.
Free planFreemium
Leonardo AI
Image generation
Leonardo AI is mapped to image creation based on current curated use-case data.
Teams that want to pilot this use case before committing budget.
Free planFreemium