What is ORCA?
ORCA is a data intelligence platform built for teams that need to understand, improve, and assess the quality of their data. Upload any dataset and ORCA automatically:- Classifies every column using AI-powered semantic analysis (200+ categories)
- Detects data quality issues: nulls, duplicates, format violations, outliers, GDPR-sensitive fields
- Scores AI readiness across 7 dimensions with actionable recommendations
- Remediates issues with auto-fix strategies
- Assesses datasets with verifiable quality reports
Key capabilities
Architecture
ORCA is built on:- Backend: FastAPI + PostgreSQL + Redis + AWS S3
- AI engine: Google Gemini for semantic classification
- Task queue: ARQ for async processing (file analysis, report generation)
- Frontend: React with real-time WebSocket progress updates
Next steps
Quick start
Upload your first file and see results in minutes
AI readiness
Understand the 7-dimension scoring methodology
API reference
Integrate ORCA into your data pipeline
Security
Security and compliance details