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This release adds new BigQuery, Salesforce Data Cloud, and Azure Synapse connectors, ADF pipeline observability, Collibra and Atlan catalog integrations, SAP HANA enhancements, Entra service principal authentication for Databricks, versioning with approval controls, global asset search, metric score distribution by segment, exception escalation and report templates, AI issue summaries, and Claude publishing through MCP.

Features

This section summarizes the features delivered in the October 2026 release. Each item links to the main documentation for full details.

Connectors

BigQuery

Prizm now connects to Google BigQuery, with catalog, metrics, and lineage from job logs.
  • Catalog of datasets, tables, views, and materialized views, with deleted assets marked as deprecated
  • Structural, profile, and operational metrics, including schema change detection
  • Sampling by row count or percentage, and custom thresholds
BigQuery source form with project, region, extract lineage, and lineage mode job logs

BigQuery source setup

BigQuery connector documentation

Salesforce Data Cloud

Prizm now catalogs Data Spaces, Data Lake Objects, Data Model Objects, and reports and dashboards, with report and dashboard lineage and vault-based authentication.
Salesforce Data Cloud source form with client credentials and vault

Salesforce Data Cloud source setup

Salesforce Data Cloud connector documentation

Azure Synapse

Prizm now builds a catalog of Synapse assets: Dedicated SQL pool tables and views, and Serverless external tables such as CSV. Sampling, incremental, and full load modes are supported. Synapse pipelines are planned for a later release.
Synapse source form with service principal authentication and vault

Synapse source setup

Azure Synapse connector documentation

Azure Data Factory (ADF)

The ADF connector observes pipelines and activities, with lineage, metrics with automatic and manual thresholds, circuit breaker, and webhook-based monitoring.
ADF source form with service principal authentication and vault

ADF source setup

ADF connector documentation

SAP HANA

Alert clustering, standalone exception records on the exception page, and primary key handling are improved.
Source list showing SAP HANA sources

SAP HANA sources

SAP HANA connector documentation

Sigma Computing

Workbooks can now be selected in the asset filter, Data Model appears as an asset type, metrics update after workspace configuration, and changes are tracked through versioning. Sigma connector documentation

Databricks OAuth with Entra service principal Private

Prizm can authenticate to the Databricks API with Microsoft Entra service principal credentials, so you no longer need to create and rotate a static OAuth secret in the Databricks UI. Databricks connector documentation · ADLS connector documentation

Catalog integrations

Collibra

Push asset and attribute scores, measure results, rule SQL, and AI-generated rule descriptions to Collibra, and pull domains, business terms, and data concepts. Fields are mapped between Prizm and Collibra.
Field mapping between Prizm fields and Collibra attributes

Collibra field mapping

Collibra integration documentation · Setup

Atlan Private

Push summary, alerts, issues, and measures for assets, attributes, domains, and products to Atlan, and pull domains, tags, products, and terms. Custom metadata fields are created automatically.
List of custom metadata fields created in Atlan

Custom metadata fields created in Atlan

Atlan integration documentation · Setup

Platform

Search from any page by words in any order, with partial and single-word matching and a “Did you mean” suggestion for misspelled words. Results show type, location, and mapped domain, including propagated domains.
Global search results for items order

Global search

Administrators can tune how results are ranked in Organization → Platform → Configuration → Asset Search Ranking by setting the relative weight of text relevance, criticality, and usage. The weights must total 100%.
Asset Search Ranking settings with text relevance, criticality, and usage weights

Asset Search Ranking

Searching assets

Versioning with approval controls

Track drafts and verified versions for assets, metrics, and semantic entities, with Major and Minor change rules. Turn it on in Organization → Platform → Properties → Versioning, then open the Draft button on an asset or metric to review tracked changes.
Version history drawer showing the current draft and tracked changes

Version history

Semantics: versioning and approval

Metadata propagation

Choose which owners (Steward, Business, Technical) and semantic context (Domain, Product, Application, Tag) propagate to assets, metrics, alerts, and issues, and whether each entity can override them locally. Configure it in Organization → Platform → Properties → Propagation. Semantics: propagation

Metric score distribution by segment

Turn on Enable segment in a metric’s Segment distribution section to calculate Overall, Unassigned, and per-value scores using one business attribute mapped on the table. The Quality dashboard then shows DQ score distribution by segment and offers a Segment filter, including for custom metric queries with CTEs and column aliases.
DQ score heatmap by segment on the Quality dashboard

DQ score heatmap by segment

Quality dashboard

Exception escalation and report templates

Escalate exception records through a member reporting hierarchy, show roles under display names on the Owners panel, filter the Exception dashboard by member, and choose an Exception, Distribution, or Comparison type when you build an exception report.
Exception report editor with the Type list showing Exception, Distribution, and Comparison

Exception report types

Member hierarchy tree in Access

Member hierarchy

Exceptions: escalation and report templates
Issues now show an AI summary and recommended actions, with audit log entries for actions taken.
Issue overview with AI insights

AI insights on an issue

Issues: AI insights

Claude publishing through MCP

Authorized Claude clients can publish to Prizm through MCP with OAuth. MCP access tokens · Converse MCP

Usability improvements

  • Custom fields in the Overview tab: choose which custom field groups appear for assets, metrics, and semantics
  • Group views: use Group by in the Metric table menu to group metrics by Applications, Domains, Products, Tags, or Terms. Counts match their chips, each section has column filters, and downloads follow the group selection
Metric table grouped by tags with a count per group and an Unassigned group

Metrics grouped by tags

  • Helper text: tooltips and descriptions on the application, governance, and metric overview pages, and descriptions on list entries
Asset details · Navigating the dashboard