AI Creative Workflows That Actually Work
Image Generation: Beyond "A Cat in Space"
The difference between mediocre and stunning AI art is prompt craft:
Structure your prompts:
[Subject] + [Style] + [Lighting] + [Mood] + [Technical details]
Example — amateur prompt:
"A castle on a hill"
Example — crafted prompt:
"Medieval castle perched on a misty hilltop, golden hour lighting, oil painting style, dramatic clouds, cinematic composition, rich earth tones, detailed stonework, 16:9 aspect ratio"
Key techniques:
- Style anchoring — reference specific art movements or artists' styles
- Negative prompts — tell the AI what to avoid (blurry, distorted, text)
- Seed control — lock a composition you like, then vary style/colors
- Inpainting — fix specific areas without regenerating the whole image
- Upscaling — generate at standard resolution, upscale to print quality
Music Production with AI
AI music tools are now genuinely useful for production:
- Start with a reference: "Atmospheric electronic piece like Tycho meets Boards of Canada"
- Set parameters: BPM, key, duration, instrumentation
- Generate stems: Get separate tracks for drums, bass, melody, pads
- Refine in your DAW: Import stems, adjust levels, add your own elements
- Master: AI mastering services (LANDR, eMastered) handle the final polish
Video Creation Workflow
For short-form content and social video:
- Script with AI: Outline → full script → shot list
- Generate visuals: Runway, Pika, or Kling for AI video clips
- Voice and narration: ElevenLabs for natural-sounding voiceover
- Edit and compose: CapCut or DaVinci Resolve with AI editing assists
- Music and SFX: AI-generated soundtrack matched to your edit
Design and Branding
For logos, social assets, and brand materials:
- Brief the AI: Brand values, target audience, color preferences, competitor examples
- Generate concepts: Multiple directions from a single brief
- Refine: Iterate on the strongest direction with specific feedback
- Vectorise: Convert raster output to vector (SVG) for scalable use
- Build a system: Use the selected direction to generate a full brand kit
The 80/20 Rule of AI Creation
AI gets you 80% of the way — often in minutes. The final 20% — the polish, the personal touch, the editorial judgement — is where human creativity still matters most. The best AI-assisted work combines AI speed with human taste.