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CluedIn is an Agentic Data Management Platform

Unify, govern, and activate enterprise data using graph-native AI agents.

CluedIn combines data unification, entity resolution, data quality, and governance into a single enterprise platform built on a persistent knowledge graph. Graph-native means AI agents operate directly on a continuously evolving model of enterprise entities and relationships, not isolated records or pipelines.

*Deployed for free in 60 seconds.
No credit card required & $100 of AI credit included.

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Announcement: We're thrilled to announce the launch of CluedIn SaaS, designed to bring enterprise-grade data quality solutions to companies of all sizes.    Read more >

Why enterprises choose CluedIn?

Faster time to trusted, governed data | Reduced manual data management effort | Consistent data quality across the enterprise |  Stronger foundations for AI and advanced analytics | Confidence in data governance and compliance.

What CluedIn does:

CluedIn ingests data from multiple enterprise sources and systems, resolves entities across datasets, applies governance policies, and continuously improves data quality.

AI agents automate data mastering, enrichment, validation, and remediation, ensuring data remains trusted, compliant, and ready for use across analytics and AI workloads.

Core capabilities:

  • Agentic data unification across enterprise systems
  • Entity resolution and data mastering
  • Continuous data quality monitoring and remediation
  • Policy-based data governance and compliance
  • AI-driven data enrichment and validation
  • Delivery of trusted data to analytics and AI platforms

What is Agentic Data Management?

Agentic Data Management is an approach where autonomous AI agents continuously manage, govern, and improve enterprise data.

Instead of relying on manual rules and reactive processes, agentic systems proactively resolve data issues, enforce policies, and maintain trusted datasets at scale.

CluedIn is built for:

  • Enterprise data leaders and Chief Data Officers
  • Platform, architecture, and data engineering teams
  • Organizations operationalizing AI at enterprise scale

CluedIn is not:

  • A BI or analytics tool
  • A point MDM solution
  • A data integration-only platform
Trusted by 100+ global enterprises in complex, regulated industries.
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Data can’t keep up with itself, so we built Agents that can.

Data programs have become too complex, too slow, and too expensive to scale effectively. Every data quality issue steals time, money, and trust, holding back analytics, AI, and innovation. Enterprises can’t scale data management like they scale everything else. CluedIn changes that.

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Trusted, governed master data, continuously created and maintained by AI agents.

CluedIn’s Agentic Data Management introduces autonomous, governed AI Agents that don’t just detect data issues, they recommend fixes, apply safe corrections, and learn from steward approvals under defined guardrails. CluedIn ingests data as-is and lets Agents handle the rest, taking you to trusted, usable data in a fraction of the time and effort.

No rules to write. No models to build.
Just faster, cheaper, more accurate and fully governed.

To uproot what you’ve been doing, you need more than change. You need a revolution.

Your data management should be either faster, cheaper, or smarter. CluedIn delivers all three at a scale that changes everything.

100x
Faster

 

100x
Cheaper

 

10x
Smarter

 

Reasoning you can see. Results you can trust.

CluedIn Agents are the perfect employee. They don’t stop at telling you what’s wrong and they never forget. They detect, decide, and fix automatically, then show their working, with reasoning, attribution, and lineage you can inspect. They work all day, every day.

You stay in control and work keeps moving. Trust isn’t blind. It’s built.

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Plug in CluedIn, power up.

Connect CluedIn instantly to any lake, whether it's OneLake, Snowflake, Databricks, BigQuery, Redshift,  Salesforce or more.

Agents then unify and improve data across clouds and systems and loop humans in only when judgment is needed, right inside Teams, Slack, Outlook, Jira, ServiceNow, HubSpot and more.

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Enterprise proven. Analyst recognized.

Teams move faster when data is ready the moment they need it. See what leaders and analysts are saying.

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Backed by the world’s top analysts.
CluedIn is recognized for transforming data management with innovation in AI and automation.

Enterprise data challenges solved.

The resource drain

Challenge: Data teams spend most of their time cleaning and maintaining data.

CluedIn: Agents automate the grunt work - detect, fix, enrich - so teams focus on strategy.

Free your experts to deliver insight, not maintenance.

Scale without scale

Challenge: Manual data management can’t keep up with business or AI velocity.

CluedIn: CluedIn Agents handle millions of records in parallel - continuously improving quality and context.

Scale 100x faster without scaling headcount.

Fragmented systems, fragmented truth

Challenge: Data lives across clouds and apps, breaking consistency and governance.

CluedIn: Agents unify and govern data across all platforms - enforcing global rules locally.

A single, trusted layer across your data landscape.

Rising cost, falling ROI

Challenge: Traditional MDM is expensive and slow to prove value.

CluedIn: Autonomous Agents deploy in minutes and cost cents per run.

$0.13 vs $1,000 per job - measurable impact from day one.

Governance at scale

Challenge: Automation often introduces compliance risk.

CluedIn: CluedIn Agents are governed by design - every action is logged and explainable.

Autonomous, auditable, and compliant by default.

Data quality blind spots

Challenge: Even ‘good’ data hides silent errors that undermine AI.

CluedIn: Agents continuously validate, enrich, and learn from feedback.

Data that gets smarter every day - and AI you can trust.

The AI readiness gap

Challenge: AI fails without complete, current, trusted data.

CluedIn: Agents continuously prepare and enrich data to feed copilots and models.

AI that performs as promised - powered by data you can depend on.

Global, secure & enterprise ready.

Run CluedIn where you need it - US, Europe, APAC, and beyond.
Deploy in seconds, stay compliant and scale without limits.

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Run CluedIn. 
Scale the impossible.

Your first AI Agent in 60 seconds. 
See what your data’s been hiding.

The latest from CluedIn

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From Automation to Autonomy - Agentic.

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Legacy or modern master data management

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The perfect match:
Purview & CluedIn