Define taste.Ship aesthetics.
CommandAGI is the first platform for capturing, versioning, and operationalizing human aesthetic preferences. Build AI that understands taste.
The Problem
Taste is the last frontier
AI can generate images, but it can't understand what looks "good" to you. Until now.
Elicit Preferences
Multi-modal elicitation through questions, reference labels, and pairwise comparisons. Turn vague taste into precise signals.
Version Control
Git-like branching and merging for taste profiles. Explore variations without losing progress. Rollback mistakes.
Ship via API
Evaluate any frame against a taste profile. Score, rank, and filter content programmatically. Build taste-aware applications.
Process
How it works
Three steps to operationalized taste
Define
Answer questions about your preferences. Label reference images. Compare pairs to build a latent taste model.
Refine
Branch to explore variations. Commit changes. Merge different perspectives. Evolve your taste over time.
Deploy
Use the API to evaluate content. Score images against your profile. Build products that understand aesthetics.
Use Cases
Built for creators
From solo artists to production studios
Video Production
- Automate frame selection with your taste
- Score B-roll against brand guidelines
- Train editors on your visual language
AI Art & Design
- Filter AI generations by aesthetic fit
- Build taste-conditioned diffusion models
- Personalize creative tools
Content Platforms
- Build taste-aware recommendation systems
- Curate feeds by aesthetic, not just engagement
- Match creators with aligned audiences
Research & Data
- Collect diverse aesthetic preferences at scale
- Build demographically-segmented taste models
- Track taste evolution over time
Scale your taste data
Our marketplace connects you with professional annotators who label frames according to your taste criteria. Get diverse perspectives with demographic targeting.
- Pay per annotation with transparent pricing
- Quality-controlled with agreement scoring
- Target by demographics for diverse taste data
Label a frame
Good/bad classification
Compare two frames
Pairwise preference
Platform fee
Configurable per project
Get Started
Ready to operationalize taste?
Join the beta and start building taste-aware applications with CommandAGI today.
Get Started Free