Agentic Data Curation
Agentic data curation brings together AI agents and human expertise to streamline data curation, act on contextual insights to resolve difficult data issues, and help organizations deliver trusted, high-quality data with greater speed and efficiency.
From Manual Curation to Mission Control
Tamr's Curator Hub is a command center for data stewardship—giving users a guided, explainable way to review and resolve data scenarios that require attention. It transforms curation from an ad-hoc, manual task into a streamlined, auditable process.
Curation Headquarters
Curator Hub surfaces duplicates, anomalies, and gaps—prioritized by Tamr AI—so stewards can focus on the most challenging data issues. Visual dashboards track quality and activity trends, giving teams real-time feedback on system health and curation progress.
Customizable Workflows
Define how data issues are routed and put into queues, when agents are triggered, and which scenarios require human review. Tamr logs every change with full audit history—ensuring data governance, compliance, and collaborative transparency across teams.
Decision-Ready Curation Experience
Side-by-side views show curators exactly why records were flagged as potential matches and allow you to preview golden records before merging. Users can also reassign or regroup source records to ensure accurate entity resolution, increasing confidence and reducing rework.
“Bring Your Own Agent” Architecture
Use Tamr’s built-in agent library to tap into a starter set of prebuilt AI agents, with more on the way, including industry-specific tools and reusable logic templates. You can also integrate custom-built agents into Tamr’s workflow using a supported low-code approach.

Tamr’s AI-Native Advantage in Action
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:
Boost Productivity
Guided workflows surface what matters most, helping data stewards resolve issues faster and focus their time where it matters.
Improve Accuracy and Trust
Transparent recommendations and previewable actions build confidence across data, business, and IT teams.
Deliver Measurable Impact
Visual dashboards and metrics let curators track progress and demonstrate measurable business benefits.
How Agentic Data Curation is Transforming Data Mastering: Perspectives from the Tamr Co-Founders
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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.




