The product moves every week.

Week ofSeptember 21, 2026

• ImprovedSep 23

  Charts in exported reports

  HTML report exports now include charts.

• ImprovedSep 23

  More technical depth in reports

  Reports include remediation in SQL, pandas and PySpark, plus context for medallion, data mesh and ML architectures.

• NewSep 23

  Incidents

  Issues related through data lineage are grouped into a single incident, so you fix the cause rather than the symptoms.

• NewSep 23

  Automatic monitors

  Freshness, volume and schema changes are monitored by default on every dataset, with no rules to configure.

• ImprovedSep 23

  Deeper profiling

  Quantiles, histograms, correlations and automatic alerts, computed directly in your database.

• ImprovedSep 23

  Feedback on AI outputs

  Rate AI reports, analyses and suggestions with 👍/👎 — your feedback improves future versions.

• NewSep 23

  Knowledge graph

  An interactive view linking your workspace's sources, datasets and knowledge.

• NewSep 23

  Knowledge page

  Search and curate your workspace's knowledge base on a dedicated page.

• NewSep 23

  Knowledge base

  Reports and root-cause analyses now feed a knowledge base the assistant draws on when answering.

• NewSep 23

  Issue kanban board

  Organise issues on a kanban board with drag and drop, filters and due dates.

• NewSep 23

  Issue lifecycle

  Data-quality issues now have states, a full history and an assignee.

• NewSep 23

  Workspace report by persona

  A workspace health report tailored to engineers, managers or executives.

• SecuritySep 23

  Safer sessions

  Resetting your password signs out every open session, and accounts now require a verified email.

• SecuritySep 23

  Customer-only credentials for GCS, S3 and BigQuery

  GCS, S3 and BigQuery connectors only use the credentials you configured — never the server's own.

• NewSep 23

  Scheduled executive reports

  Schedule executive reports per workspace and receive them by email at the cadence you choose.

• NewSep 23

  MCP server over HTTP

  DataVault exposes an MCP server over Streamable HTTP, with resources, so AI agents can use your data-quality context.

• ImprovedSep 23

  Document scan status in the UI

  Queued document scans now show their status in the interface, from request to completion.

• NewSep 23

  Rules generated from profiling

  Profiling each dataset now proposes deterministic quality rules you can enable without writing SQL.

• NewSep 23

  Ask DataVault

  Chat with your data in plain language: the assistant answers from your workspace's scans, rules and incidents.