The Challenge
In 2022, AI image generation exploded. DALL-E, Stable Diffusion, and Midjourney all launched within months of each other. The technology was similar — all based on diffusion models. The question was: how do you differentiate when the underlying technology is commodity?
Midjourney had a tiny team (~40 people) competing against OpenAI (billions in funding) and Stability AI (hundreds of employees). They couldn't win on resources.
The Approach — Tools in Action
- Low confidence: Would people pay for AI art? → Launch fast on Discord (zero infrastructure cost), charge $10/month, see what happens
- Medium confidence: Is Discord the right platform? → It worked surprisingly well — community, sharing, and viral discovery were built in
- High confidence: Community and aesthetic quality matter most → Invest heavily in model tuning for "beautiful" output rather than "accurate" output
- Eliminate: No website, no app, no traditional onboarding → Just a Discord bot
- Substitute: Traditional app UX with Discord commands → Radically simpler development
- Adapt: Gaming community dynamics to art creation → Users inspired each other, shared prompts, built community
- Modify: Focus on aesthetic beauty rather than photorealism → Distinctive style
The Outcome
Midjourney's minimalist approach produced extraordinary results:
- $200M+ annual revenue with ~40 employees
- Revenue per employee among the highest in tech history
- Created a vibrant community of millions of artists on Discord
- Won art competitions (controversially) — proving the quality of output
- Proved that an AI product doesn't need a polished app — it needs great output and a community
While competitors built apps and raised billions, Midjourney shipped a Discord bot and focused on making the art beautiful. The result: more revenue per employee than almost any tech company.
Key Takeaway
Match your investment to your confidence, and use SCAMPER to eliminate everything that isn't the core value. Midjourney's "product" was the AI model — everything else (app, website, onboarding) was eliminated in favor of speed.
Tools Used in This Story
Confidence determines speed vs. quality
Decision MakingDetermine a trade-off between speed and quality when building products
SCAMPER
Problem SolvingGenerate creative ideas using a structured checklist of provocations
Opportunity Cost
Decision MakingConsider what you're giving up with every choice you make