MDM Modernization with AI
Traditional master data management is complex, slow, and costly. Tamr’s AI-native platform helps you modernize with automation, scalability, and real-time connectivity—delivering value faster.
Leading financial services group…
- Modernized its data platform, retiring 3 legacy MDM systems
- Built a single transactional, real-time system for all master data
- Enriched 69% of records with up-to-date third-party data
MDM Doesn’t Need To Be Hard
Tamr enables data teams to leverage proven AI to improve enterprise data with greater accuracy and maximum efficiency, eliminating custom coding and complex integrations. With Tamr, teams spend their time delivering impact—not maintaining expensive legacy systems.
Empower Business Teams
Tamr’s 360-degree pages and LLM connectivity put actionable, trustworthy information directly into the hands of business users. Detailed lineage builds confidence, while a conversational interface gives instant insights—boosting adoption and freeing data teams for higher-value work.
Simplify Curation
Legacy MDM solutions demand heavy maintenance and extensive manual effort. Tamr simplifies data curation with AI-driven entity resolution and a no-code approach—reducing errors and maximizing the benefits of our intuitive “human-in-the-loop” and AI agent-ready interface.
Integrate Seamlessly
Tamr seamlessly integrates with your existing data infrastructure, enhancing its effectiveness without a re-architecture. Native connectors for all leading data lakes and warehouses enable simplified integration and delivery of consumption-ready master data.
Connect in Real Time
Tamr’s real-time APIs are purpose-built to easily connect to operational systems for data search, onboarding, and update workflows, ensuring that fresh, high-quality data powers decisions and actions across the business.
Why Tamr vs. Traditional MDM
Where traditional, rules-based MDM struggles, Tamr masters data quickly, accurately, and at scale.
In the startup world, change is constant. But one thing remains consistent: our values. We believe there’s a strong link between happy people and healthy startups, and we’re committed to building a safe and nurturing environment for our team. We do this through:
Faster value
Master millions of fragmented records in weeks, not months.
Scalability
Use AI-driven automation to manage multi-domain datasets.
Real time
Prevent duplicates and keep records accurate at the point of entry.
Enriched data
Integrate with trusted external sources in one click.
Lower cost
Reduce manual stewardship and deliver higher ROI with lower costs.
MDM Modernization with AI FAQs
Modernizing master data management (MDM) involves using advanced AI and agentic data curation to automate, scale, and deliver trusted master data in real time. Using AI-native MDM with modern APIs and a true SaaS infrastructure, organizations can overcome the complexity and limitations of traditional MDM solutions, enabling the business to improve data mastering processes and deliver high-quality data faster and at scale.
Traditional, rules-based MDM tools quickly reach a limit when it comes to delivering high-quality data reliably and efficiently. Over time, overlapping logic, competing thresholds, and dependencies make traditional master data management tools difficult to maintain and a predominantly rules-based approach unsustainable when mastering data at scale.
Using AI, data teams can eliminate custom coding and complex integrations, making MDM and entity resolution processes easier to maintain and scale. By prioritizing the use of advanced AI and agentic data curation, AI-native MDM resolves entities faster and more reliably so organizations can deliver clean, trustworthy golden records at scale.
Tamr uses LLM-based AI agents to clean, curate, manage, and refine complex edge cases with minimal human intervention. For example, by comparing outputs of entity matches and explaining the reasoning behind why records do or do not match, an AI agent can create a queue of records for humans to review and decide if they want to implement the agent’s output—or if they need to tune the model further.
Modern MDM enables data mastering at scale. Using real-time APIs, AI-native master data management enables organizations to easily connect their operational systems (like CRMs and ERPs) to ensure that accurate, high-quality, continuously updated data powers AI initiatives and operational workflows across the business.
By modernizing MDM with AI, organizations can automate data stewardship, reduce manual effort, and improve data quality at scale. As a result, they can realize benefits such as better customer service, improved revenue growth, reduced risk, and better, more confident decision-making.
The Benefits of AI-Powered Semantic Search in Master Data Management
What Makes Tamr AI-Native
The AI-Native MDM Advantage
See for yourself
Get a free, no-obligation, 30-minute demo of Tamr, and discover how our unique AI-native MDM solution can empower you to deliver data you can trust.