Connectivity
SQL Server, PostgreSQL, MySQL, Oracle, CSV, Excel, REST APIs, S3, Azure Blob, GCS, and more.
Connect & discover
Catalogue & lineage
Schema discovery, business terms, ownership, and lineage to show how data moves through the hub.
Environments
Multi-tenant architecture with environments so design, test, and run stay controlled.
Integration & load
Bring source records in with provenance and map them into governed models.
Measure & improve quality
Profiling
Column and table statistics, patterns, drift signals, and suggestions that feed rule design.
Rules & execution
Visual builders, expressions, templates, lifecycle states, and batch runs with evidence.
Cleansing
Standardisation, parsing, code mapping, and enrichment pipelines that raise fitness for use.
Monitoring & issues
Thresholds, alerts, SLA-aware issues, comments, and remediation tracking for stewards.
Scorecards
Weighted scores, RAG bands, trends, and drill-through so quality has a narrative, not just a number.
Master the centre of truth
Model designer
Entities, attributes, relationships, and constraints that define your domains.
Matching
Deterministic, fuzzy, and phonetic comparison with steward review and experiment support.
Golden records
Survivorship, merge and unmerge, crosswalks, and lineage that explain why a value won.
Hierarchies & reference data
Tree management with effective dating, plus governed code sets and mappings.
Govern the gathering
Access & roles
JWT authentication and rich RBAC so the right people tend the right part of the hearth.
Audit & notifications
Append-only audit trail, search, tags, comments, and notifications that keep work moving.
Workflows
Approval graphs and task inboxes for change control around records and processes.
Publishing & releases
APIs, events, deliveries, and versioned configuration releases with deploy and rollback.