# ORCA Documentation ## Docs - [AI readiness scoring](https://docs.orca-klavest.app/ai-readiness.md): Understand how ORCA measures dataset fitness for AI and machine learning with 7 quality dimensions. - [Alerts & Monitoring](https://docs.orca-klavest.app/alerts.md): Monitor data quality with automated alerts, webhook notifications, weekly digests, and mobile push notifications. - [Analytics](https://docs.orca-klavest.app/analytics.md): Long-term trends across every job in your workspace — quality over time, recurring issues, GDPR exposure, file leaderboards, and AI cost tracking. - [Anomaly detection](https://docs.orca-klavest.app/anomaly-detection.md): Catch silent data quality regressions with statistical baselines that compare every scan against historical metrics. - [API keys](https://docs.orca-klavest.app/api-keys.md): Create, scope, rotate, and revoke API keys for programmatic access to ORCA. Keys are admin-managed, org-scoped, and limited to 10 active keys per organisation. - [Endpoint reference](https://docs.orca-klavest.app/api-reference/endpoints.md): Complete list of all ORCA API endpoints organized by category. - [API overview](https://docs.orca-klavest.app/api-reference/overview.md): Authentication, rate limits, response format, and error handling for the ORCA API. - [Public API](https://docs.orca-klavest.app/api-reference/public-api.md): API key-authenticated endpoints for programmatic access, CI/CD integrations, and external tools. - [Audit logs](https://docs.orca-klavest.app/audit-logs.md): Append-only record of every security-relevant action in your workspace, scoped per organisation and queryable from the admin UI or API. - [Validation benchmark](https://docs.orca-klavest.app/benchmark.md): Scientific validation that ORCA readiness scores predict real ML model performance - [Billing & Tokens](https://docs.orca-klavest.app/billing.md): Understand ORCA's token-based pricing model, plan tiers, AI tier selection, and usage tracking. - [AI chat](https://docs.orca-klavest.app/chat.md): Ask questions about your data in natural language and get answers powered by SQL-of-Thought reasoning. - [Classification](https://docs.orca-klavest.app/classification.md): How ORCA uses AI-powered semantic classification to identify what your data actually represents, beyond raw data types. - [CLI](https://docs.orca-klavest.app/cli.md): Install and use the ORCA command-line tool to scan, upload, and manage data quality from your terminal. - [Job comparison](https://docs.orca-klavest.app/comparison.md): Compare two completed jobs side by side to see what changed — quality scores, classifications, issue counts, and column-level differences. - [Data Sources & Connectors](https://docs.orca-klavest.app/connectors.md): Connect ORCA to your data infrastructure -- S3, GCS, PostgreSQL, BigQuery, and Snowflake. - [Data contracts](https://docs.orca-klavest.app/contracts.md): Define quality expectations for your data with enforceable contracts that are checked on every scan. - [Correction pipelines](https://docs.orca-klavest.app/correction-pipelines.md): Reusable, multi-step data cleanup recipes you can save once and apply across many files — with versioning, preview, and rollback. - [Data retention](https://docs.orca-klavest.app/data-retention.md): Control how long ORCA keeps your raw uploaded files. Retention is enforced by a daily worker — files past their cutoff are permanently deleted from S3. - [dbt Integration](https://docs.orca-klavest.app/dbt-integration.md): Run ORCA quality scans as dbt tests with the dbt-orca package. - [Fix Inbox](https://docs.orca-klavest.app/fix-inbox.md): A central queue of AI-suggested data quality fixes you can review, approve, and apply in bulk — with a confidence-based trust system that lets you auto-approve the safe ones. - [Introduction](https://docs.orca-klavest.app/introduction.md): ORCA is a data intelligence platform that automates data quality analysis, classification, and AI readiness scoring. - [Knowledge Graph & Lineage](https://docs.orca-klavest.app/knowledge-graph.md): Discover entity relationships across your datasets and track column-level data lineage. - [Data lineage](https://docs.orca-klavest.app/lineage.md): Visualize how your data flows between tables, files, and warehouses — and trace the downstream impact of any change. - [AI Readiness methodology](https://docs.orca-klavest.app/methodology/ai-readiness.md): How ORCA quantifies AI Readiness — what we measure, what we deliberately don't measure, and which international standards we align with. - [Organisation profile](https://docs.orca-klavest.app/org-profile.md): The shared workspace context that personalizes ORCA's AI suggestions, classification confidence, and correction trust level. - [Quality Gate (GitHub Action)](https://docs.orca-klavest.app/quality-gate.md): Fail CI builds when data quality drops below your threshold using the ORCA Quality Gate GitHub Action. - [Quick start](https://docs.orca-klavest.app/quickstart.md): Upload your first file and get AI readiness results in under 5 minutes. - [Auto-remediation](https://docs.orca-klavest.app/remediation.md): Preview and apply data quality fixes without modifying your original files. - [Reports](https://docs.orca-klavest.app/reports.md): Generate, schedule, and share PDF reports for GDPR compliance, executive summaries, and AI readiness assessments. - [Security](https://docs.orca-klavest.app/security.md): Encryption, tenant isolation, and compliance controls in ORCA. - [SSO configuration](https://docs.orca-klavest.app/sso-setup.md): Set up SAML 2.0 or OIDC single sign-on for your organisation. - [Teams & Permissions](https://docs.orca-klavest.app/teams.md): Set up teams, assign roles, and manage granular permissions for your organisation. - [Use case readiness](https://docs.orca-klavest.app/use-case-readiness.md): Find out exactly which ML use cases your dataset is ready for — from churn prediction to time-series forecasting — with concrete blockers and warnings instead of a single abstract score. - [Webhooks](https://docs.orca-klavest.app/webhooks.md): Send real-time notifications to Slack or Microsoft Teams when data quality events occur. ## OpenAPI Specs - [openapi](https://docs.orca-klavest.app/openapi.json)