Gartner revived the Magic Quadrant for Master Data Management Solutions on April 6, 2026, with 20 vendors, eight mandatory features and four implementation styles; Forrester's Wave of June 2025 scores 21 criteria; ISG folded MDM into its Data Integrity guide in September 2026.
| Feature | Where it lives |
|---|---|
| Data quality and cleansing (rules, algorithms, metadata, AI/ML) | Rules · AI-assisted |
| Data stewardship and governance support (workflows, anomaly detection) | Stewardship · Audit trail |
| Integration, data loading and synchronisation, including event-driven | Integration and sync · Data services |
| Create or define a golden record | Golden records · Headless API |
| Multidomain and cross-domain support | 30 domains · The data bed |
| Operational and analytical use-case support | Pivots · Drill-downs |
| Off-the-shelf solution, implementable with no custom development | First domain · Docs |
| Implementation-style support for multiple approaches | Four styles |
| Fact | Value | Source |
|---|---|---|
| Publication | April 6, 2026; document G00828930; 20 vendors | gartner.com/en/documents/7683461 |
| Leaders | Profisee, Reltio, Salesforce (Informatica), Semarchy, Stibo Systems | vendor releases, Apr 9 2026; report mirror |
| Challengers · Visionaries | Ataccama, Boomi, IBM, SAP · CluedIn, Syncari | report mirror, Apr 6 2026 |
| Niche Players | Gaine, PiLog, Pimcore, Precisely, Prospecta, Syndigo, Tamr, TIBCO, Viamedici | report mirror, Apr 6 2026 |
| Inclusion | ≥25 production customers (Nov 2025), several countries and regions, ≥3 industries, direct sales and support in ≥2 regions, GA by Dec 1 2025, ERP/CRM/warehouse/lake integration | report mirror, market definition |
| Direction | 'MDM is going beyond consolidating records for reporting and toward providing the trusted context required to ground GenAI, support agentic workflows and fuel real-time operational decision making' | Reltio analyst-report page quoting Gartner, Apr 6 2026 |
| Previous edition | December 6, 2021 (16 vendors); Market Guides Aug 2023 and Dec 2024 | gartner.com/en/documents/4009116 |
| Report | Facts |
|---|---|
| The Forrester Wave: MDM Solutions, Q2 2025 | June 2025; 12 vendors; 21 criteria; Leaders Informatica, Reltio, SAP, Stibo Systems; themes: federation, agility, intelligence, copilots, user experience |
| Forrester MDM Solutions Landscape, Q1 2025 | 15 vendors; use cases: compliance, ESG, supply-chain optimisation, fraud |
| ISG Buyers Guide: Master Data Management 2025 | September 19, 2025; 12 providers; folded into Data Integrity 2026 on September 9, 2026; ISG requires $75M revenue, so young vendors are outside its scope |
| Gartner Peer Insights | Voice of the Customer for MDM: Oct 2022, Feb 2024, Jul 2025; eligibility 20 reviews and 15 sub-ratings in 18 months from companies above $50M revenue |
| Analysts say | These pages say | Page |
|---|---|---|
| golden record; entity resolution; matching; survivorship | golden record; match rules; survivorship per field | golden records |
| hierarchy management; relationships; context | levels, hierarchies, versions; the data bed | hierarchies |
| reference data management; crosswalks | reference data as small domains; crosswalks | reference data |
| data quality and cleansing; observability | rules at three levels; profiling; quality contracts | rules |
| stewardship workflow; agentic stewardship | the queue; proposals; autonomy per action type | stewardship |
| loading, sync, business services; event-driven | integration and sync; data services; events | integration |
| security; privacy; data lineage | twelve layers; the audit trail; provenance per cell | security |
| operational and analytical use cases | pivots, drill-downs, the workbench | time series |
| MDM-for-AI; trusted context | headless API; the agent endpoint; the model boundary | AI-assisted |
| (no criterion) | time-series pivots, measures, disaggregation on master data | data entry |
| Expected | Status | Decision |
|---|---|---|
| Standalone packaged MDM software with the eight features | the platform pages cover all eight | keep the pages organised on the features |
| ≥25 production customers, several regions, ≥3 industries | engagements in high-tech, telecom, logistics, financial services; counts unpublished | prepare a confidential fact sheet; publish counts you can stand behind |
| Named references willing to take analyst calls | eight stories, all anonymised, each with a reference slot | secure three named references |
| Peer Insights presence (20 reviews in 18 months) | none yet | start a profile; ask each engagement for one review |
| Public pricing model and trial | principles and tiers on the pricing page; sandbox tier pending | decide the sandbox before a briefing |
| Documentation and community | the docs tier is a draft | publish; open a community space |
| Release notes and roadmap | changelog placeholder | publish dated release notes and a 12-month roadmap summary |
| Trust centre with dated certifications | SOC 2 in progress; ISO 27001 planned | keep dates current |
| Analyst-relations page and briefing contact | planned page | add /company/analysts; request Gartner and Forrester briefings |
Bring two systems that hold the same customers, suppliers or materials. In one working day we connect them, run the match on live rows, review the queue with your steward and publish the first golden view with its API.
