Platform Features
The collaborative intelligence layer for governing, understanding, and operationalizing your AI and data assets
AI That Learns Your Organization
Qarion connects AI to the social graph of your data estate: owners, stewards, conversations, policies, lineage, incidents, and decisions. The result is not just automated documentation, but a living intelligence layer for enterprise data.
- AI-powered metadata and description generation
- Copilot chat with natural language queries and source citations
- AI Query Writer for governed SQL generation, explanation, and refinement
- Organizational knowledge graph across people, assets, policies, and decisions
- MCP server for AI agent integration via SDK & CLI
- Multi-source attribution for full transparency
- Semantic context from schema, lineage, quality, usage, and team activity
- Built-in safety guardrails and human-in-the-loop controls
- Learns from product and field-level conversations so governance context compounds over time
Practical AI Where Governance Work Pays Back
Qarion applies AI to the repetitive, review-heavy work of documenting assets, classifying sensitive fields, writing SQL, triaging issues, explaining anomalies, and keeping compliance records current.
Copilot & Documentation
Ask questions, generate descriptions, classify fields, and preserve source-backed governance context.
AI Query Writer
Generate, explain, and refine SQL with catalog-aware safety checks before execution.
Quality Intelligence
Suggest quality checks, explain anomalies, and turn issue triage into reusable evidence.
AI Governance
Draft change logs and keep regulated AI system documentation review-ready.
Git-Powered Analysis for Every Analyst
Give analysts and data scientists one workspace for Git repositories, regular file uploads, rich documents, notebooks, and reviewable analytical evidence — without forcing every contributor into engineering-native Git tooling.
- Git-backed history, branching, review, and traceability for analytical work
- Regular file uploads alongside connected repositories
- PowerPoint, Word, Excel, notebooks, CSVs, and supporting files in one workspace
- Reviewable changes with context, comments, and reproducible evidence
- Platform-friendly governance without requiring every analyst to learn Git commands
Make Standards Operational
Manage standards, ADRs, and RFCs in a reviewed documentation workspace, then compile standard items into reviewable linting, CI/CD, and repository artifacts.
- Standards, ADRs, and RFCs with drafts, reviews, publishing, and history
- Machine-readable standard_item blocks as the source for automation
- RFC polls, decision records, Mermaid diagrams, and Draw.io diagrams in context
- AI-generated linter, pre-commit, CI/CD, and repository policy artifacts
- Git-backed diffs, managed artifact repositories, and rollout merge requests
Govern AI Systems with Confidence
End-to-end AI governance built for the EU AI Act. Register AI systems, screen for prohibited practices, run conformity workflows, and manage regulatory incidents — all inside your data control pane.
- Prohibited Practices Screening (Art. 5)
- Conformity Assessment Workflows for High-Risk Systems
- General-Purpose AI (GPAI) Obligations Dashboard
- Performance & Safety Cards (Art. 15)
- Regulatory Incident Reporting (Art. 62)
- AI-assisted change log drafts for Annex IV technical documentation
Discover & Document Your Data
Create a single source of truth for all your data assets. Our intelligent catalog makes it easy to find, understand, and trust your data.
- Powerful full-text search across all data assets
- Rich documentation with markdown support
- Flexible tagging and categorization
- Technical metadata and schema tracking
- Ownership and stewardship assignment
Where Governance Becomes Shared Work
Most governance programs fail because knowledge lives outside the tools people use. Qarion gives every data product, field, issue, workflow, and decision a place for contextual conversation, so collaboration improves the AI knowledge base, impact analysis, and operating record at the same time.
- Product-level and field-level threaded conversations
- @mention teammates for instant notifications
- Every discussion becomes AI-readable institutional knowledge
- Attach decisions, screenshots, evidence, and supporting documentation
- Searchable knowledge that stays linked to the assets, owners, and workflows it explains
Access Control That Enforces Policy
Simplify data access with self-service requests, automated reviews, sensitive-field permissions, and complete audit trails.
- Role-based access control (RBAC)
- Self-service access requests
- Automated approval workflows
- Fine-grained rules for PII, PHI, products, teams, and policies
- Complete audit history and recertification evidence
Monitor & Improve Quality
Proactively monitor data quality with automated checks, alerts, and actionable insights.
- Automated quality checks and validation
- AI-suggested quality checks and anomaly explanations
- Real-time alerting and notifications
- Trend analysis and health dashboards
- SLA monitoring and tracking
- Issue tracking with AI triage and impact assessment
Understand Data Flow
Visualize how data flows through your organization with interactive lineage graphs down to field level.
- Interactive visual lineage graphs
- Upstream and downstream tracking
- Impact analysis before changes ship
- Source system integration
- Field-level lineage support
Define & Enforce Agreements
Establish clear agreements between data producers and consumers with enforceable contracts.
- Customizable contract templates
- Producer-consumer relationships
- SLA definitions and tracking
- Schema specifications
- Breach notifications and alerts
Automate Any Process
Design, visualize, and deploy complex governance workflows with a drag-and-drop canvas — no code required.
- Visual graph-based workflow builder
- Conditional branching and decision nodes
- Built-in approval actions with role resolution
- Dynamic variable substitution with Jinja2
- Instance viewer for runtime monitoring
Track & Resolve Issues Fast
A purpose-built issue tracker for data teams — with kanban boards, structured resolution debriefs, and impact assessment.
- Kanban board with drag-and-drop columns
- Full ticket lifecycle management
- Structured resolution debriefs
- Impact assessment with linked data products
- File attachments and threaded comments
Stay Ahead of Problems
A centralized alerts center that aggregates technical and governance events with built-in annotation and remediation tools.
- Centralized alerts center across all domains
- Product banner alerts for at-a-glance status
- Severity levels and priority management
- Inline annotations and remediation tracking
- Cross-domain alert aggregation and correlation
Connect Everything
Integrate your entire data ecosystem with managed connectors, source system registration, and credential management.
- Unified connector management interface
- Source system registration and metadata
- Secure credential management
- Automated refresh scheduling
- Organization-level aggregation views
Structure Your Reviews
Schedule and track governance meetings with participant management, rich notes, action items, and full audit trails.
- Space-scoped meeting scheduling
- Participant tracking and invitations
- Rich-text meeting notes
- Action items with assignment and deadlines
- Meeting attachments and history
Query Your Data Directly
Run SQL queries against your connected data sources with a built-in editor, result pagination, and export capabilities.
- AI Query Writer for SQL generation, explanation, and refinement
- Syntax-highlighted SQL editor
- Paginated result tables
- Save and share queries
- Interactive data profiling from results
Ready to Get Started?
See how Qarion can transform your data governance in minutes.