Features
Everything you need to
operationalize taste
From capturing preferences to deploying them at scale. A complete platform for aesthetic AI.
Capture and quantify human aesthetic judgment
Multi-Modal Input
Capture preferences through questions, reference labels, and pairwise comparisons. Each method builds a richer taste model.
Bradley-Terry Scoring
State-of-the-art preference learning. Convert pairwise comparisons into continuous scores that generalize to new content.
Visual Dimensions
Define preferences across composition, color, mood, technical quality, and custom dimensions you create.
Track taste evolution like code
Git-Like Branching
Create branches to explore taste variations. Compare different aesthetic directions without losing progress.
Merge & Rollback
Merge branches to combine perspectives. Rollback to any previous version if you change your mind.
Commit History
Every change is tracked. See how your taste evolved over time with full commit history.
Deploy taste models in production
RESTful API
Simple REST endpoints for creating profiles, evaluating frames, and exporting models. Full OpenAPI documentation.
Real-Time Scoring
Evaluate frames in milliseconds. Score content as it's created, not after the fact.
Secure by Default
Bearer token authentication, rate limiting, and encrypted data at rest. SOC 2 Type II compliant.
Scale annotation with our network
Professional Annotators
Access a vetted network of annotators who understand aesthetic judgment. Quality-controlled with agreement scoring.
Demographic Targeting
Collect diverse perspectives by targeting specific demographics. Age, location, expertise, and more.
Quality Metrics
Monitor inter-annotator agreement, completion rates, and response times. Flag outliers automatically.
Specifications
Built for production
Performance
- API Response Time<50ms p95
- Uptime SLA99.9%
- Rate Limit (Pro)1000 req/min
- Max Frame Size10MB
Security
- EncryptionAES-256 at rest
- TransportTLS 1.3
- AuthBearer + HMAC
- ComplianceSOC 2 Type II
Infrastructure
- RegionsUS, EU, APAC
- CDNGlobal edge
- StorageS3-compatible
- BackupsDaily + PITR
Developer Experience
Simple, powerful API
Get started in minutes with our intuitive REST API
curl -X POST https://api.commandagi.com/v1/profiles/prof_abc123/eval \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{"frame_url": "https://your-content.jpg"}'
# Response
{
"score": 0.847,
"confidence": 0.92,
"dimensions": {
"composition": 0.89,
"color": 0.82,
"mood": 0.85
}
}Get Started
Ready to build?
Start capturing and operationalizing taste today.