Product roadmap

Where MDM Studio is heading

We ship fast and in the open. Here's what's live now, what's in progress, and what's planned — no dates promised, no delivery commitments implied.

MDM Studio Design Map Govern Trust

Now — shipped recently

Live in product

Source comparison by table

Compare two sources table-to-table with derived record keys, a key preview and advisor, distinct, and repeated keys reported as within-source conflicts rather than refused.

Tier names per domain & band suggestions

Domain-level tier name overrides with all entity bindings on the entity form; a report band editor that suggests bands from the data's distribution; show-as % of grouping, running totals and rank; DQ scorecards grouped by rule.

Catalog beyond the platform edge

A curated register of external assets — warehouses, tables, files, reports — linked to your model by what they consume, feed and describe, and governed by the same glossary terms.

Mapping specifications to external targets

Write down and govern the mapping from your hub to a downstream system, versioned and approved like any other — and refused by name by every pipeline, because documenting a target is not moving data to it.

Hierarchy navigation everywhere

One persisted tree across GR Explorer and Data Quality — tiers, record trees and managed hierarchies, never blended, with business-name labels.

Quality by hierarchy & tier

Scorecards that drill a tree in place: per-node scores, record counts, dimension letters and honest empty states.

Specification-governed pipelines

Approving a mapping set freezes an immutable version — the pipeline runs what was approved, with impact reports before anything changes.

Guided pipeline & AI-assisted design

Stage-aware mapping and modeling that build themselves as you go.

Best-practice advisors

Survivorship, match, DQ-rule, standardization, hierarchy-tier and crosswalk guidance.

State-aware feature guidance

In-context next-step advice that reads where each model actually is.

Report Studio

Seven visual types, eleven chart types, calculated fields compiled to SQL, pivot with drill, saved views, subscriptions and server-side export — plus column tools that draw one rule set as an indicator, heat bar, badge, range or delta, over numbers, text and dates alike.

Cross-surface dashboards

A dashboard canvas whose filters bind one business idea to the field each source actually uses — detected where the names agree, proposed by hand where they do not, and flagging the tiles they cannot reach.

Record explorer that walks relationships

Follow one golden record through everything it touches, search a key through its relationships, and read a row count on every relationship tab before opening it.

Marks that encode their value

Gauges, bullets and every chart resolve a stated scale, honour the governed display format, and refuse data they cannot draw honestly.

Light & dark, measured

Whole-product theming with a contrast sweep that fails the build rather than shipping a regression.

Self-serve trial & guided lab

Start on Community without waiting for a walkthrough, and build a Customer 360 through ten guided exercises.

Real-time push notifications

Live run, workflow and remediation events delivered as they happen.

Multi-tenancy

Many isolated organisations on one deployment, tenant-scoped end to end.

Sensitive-data governance

Classification and per-user clearance from Public to Restricted.

Row-level access governance

Access groups scope which records a person sees — by domain, tier, value hierarchy or column value — and every count, score and export agrees. Opt-in per domain; refusals are named answers.

Oracle & multi-engine hubs

One canonical model served natively across SQL Server, PostgreSQL, MySQL and Oracle.

Academy & certification

Guided learning paths with verifiable certificates.

Later — planned

Planned · no delivery commitment

Unified identity & journey

One continuous experience across the product and Academy.

Deeper OEM / white-label

Broader options to embed and rebrand MDM Studio for partners.

Expanded connectors

More sources and targets in the global connection registry.

How we build

Rapid releases, verified every wave

This roadmap reflects direction, not a contract. What actually ships — and when — is tracked build by build inside the product.

Rapid, versioned releases

MDM Studio evolves in small, frequent builds — each one tracked, audited and visible right inside the product.

Verification every wave

Every wave is verified before it lands, so what reaches you is proven, not just promised.

An honest record

We say what shipped, plainly — and what didn't. No quiet re-scoping, and no claims the product can't back.

See where it's heading, live

We'll walk you through what's shipped and what's next — on data that looks like yours.

Request a demo