Best Data Quality Tools with CRM Capabilities

How Many Data Quality Tools Products Does G2 Track?

Total Products under this Category: 351

Category Stats (Nov 2026)

  • Average Rating: 4.48/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Collate (+2.22%) - Among all products in this category, Collate recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Data Quality Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 18,400+ Authentic Reviews
  • 351+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Data Quality Tools

G2 Grid® for Data Quality Tools plotting products by satisfaction and market presence

Highlighted products: SAS Viya, GTM Studio - Powered by ZoomInfo, HubSpot Data Hub, Monte Carlo, Data Quality Navigator, dbt, Loqate, and DQLabs.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-quality/grids.json?focus%5B%5D=sas-sas-viya&focus%5B%5D=gtm-studio-powered-by-zoominfo&focus%5B%5D=hubspot-data-hub&focus%5B%5D=monte-carlo&focus%5B%5D=data-quality-navigator&focus%5B%5D=dbt&focus%5B%5D=gbg-plc-loqate&focus%5B%5D=dqlabs)

DemandTools

DemandTools is the enterprise-grade data quality engine tens of thousands of Salesforce admins trust. Deduplicate across any object, standardize and import data at scale, and apply mass updates with governance-level control. With DemandTools, you manage your CRM data in minutes, not months, so you always have accurate, AI-ready data enabling everyone to do their job more effectively, efficiently, and profitably. By fixing common data problems, automating data quality routines, and working within your specific processes and customizations, DemandTools gives stakeholders accurate insights and reporting, improves business efficiency, and gets you clean data faster, with less effort. DemandTools has 12 modules making it the most versatile and adaptable data quality solution for CRM. Data Quality Assessment Understand how strong or weak your data is and know where to focus remediation efforts. Module: Assess Duplicate Management Detect, eliminate, and prevent duplicate records from misleading your sales and marketing teams and causing friction in your customer journey. Modules: Dedupe, Convert, DupeBlocker, Match Data Migration Management Maintain data integrity while moving data into and out of Salesforce. Modules: Import, Export, Delete, Match Standardization, mass modification, and business insights. Apply record changes en masse and standardize data to get trustworthy insights in every report. Modules: Modify, Tune, Reassign Email Verification Verify email addresses in CRM to keep communication flowing with your customers. Module: Verify Get clean data and strengthen your business with DemandTools. Looking for more than data quality? Validity also offers Validity Engage, the trusted Enterprise AI platform for email marketing.

Average Rating: 4.5/5.0

Total Reviews: 276

How Do G2 Users Rate DemandTools?

  • Quality of Support: 8.7/10 (Category avg: 8.9/10)
  • Automation: 8.2/10 (Category avg: 8.8/10)
  • Identification: 9.1/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 8.8/10 (Category avg: 8.5/10)

Who Is the Company Behind DemandTools?

  • Seller: Validity Inc
  • Company Website:
  • Year Founded: 2018
  • HQ Location: Boston, Massachusetts
  • LinkedIn® Page: www.linkedin.com
    345 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Salesforce Administrator
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 48% Medium, 33% Large

What Do G2 Reviewers Say About DemandTools?

AI-generated summary from verified user reviews

Pros
  • Users find DemandTools to have an easy-to-use interface that allows for efficient data management and customization.
  • Users value the efficient duplicate management in DemandTools, greatly simplifying finding and reconciling duplicates.
  • Users appreciate the time-saving capabilities of DemandTools, streamlining data management and task execution efficiently.
  • Users value the efficiency of DemandTools, streamlining data management and making processes significantly faster and easier.
  • Users value the Salesforce integration of DemandTools for its ease of use and efficient data handling capabilities.
Cons
  • Users find the limited functionality of DemandTools frustrating, especially regarding tagging and historical data access.
  • Users find missing features in DemandTools, particularly in Dynamics support, record-level error details, and merge history.
  • Users find the learning curve steep, making DemandTools initially intimidating but easier with continued use.
  • Users feel the poor interface design of DemandTools detracts from its usability and overall appeal.
  • Users experience slow loading times, particularly when handling large datasets, affecting workflow and efficiency.

What Are Recent G2 Reviews of DemandTools?

Insycle

Insycle is a powerful and intuitive solution that keeps your CRM data clean, accurate, and organized. Insycle integrates with HubSpot, Salesforce, Pipedrive, and more, giving users the power to achieve and maintain pristine customer data. Insycle centralizes data management processes, including deduplication, data standardization, data enrichment, and field management — all in a no-code environment. Insycle doesn’t just stop at cleaning your data—it empowers your entire team to make better, more informed decisions. Whether you’re a marketer segmenting your audience, a sales leader refining your pipeline, or an operations professional maintaining data hygiene, Insycle provides the comprehensive tools you need to keep your CRM data in top shape. For users with both HubSpot and Salesforce, Insycle is uniquely able to ensure the sync between the platforms doesn’t break as well as identify duplicates and inconsistencies and give you the tools to fix them in a few clicks. Insycle’s most-loved features include: Deduplication: Analyze millions of records in seconds and get a detailed report of all duplicates. Use flexible matching and bulk merging to quickly eliminate duplicates. And automatically avoid creating duplicates for new records. Data Standardization: Standardize data in any field and create your own processes and templates to solve unique standardization problems. Works on any CRM data field — across contacts, companies, and deals. Data Maintenance Automation: Automate your data-management processes with workflows. Use the CRM Health Assessment tool to run reports and identify data issues. Recognized for its ease of use, robust functionality, and outstanding customer support, Insycle is the go-to solution for businesses looking to eliminate data chaos, enhance data quality, and turn their CRM into a powerful, growth-driving asset — just check out our reviews! Go to www.insycle.com to get a 14-day free trial.

Average Rating: 4.6/5.0

Total Reviews: 216

How Do G2 Users Rate Insycle?

  • Quality of Support: 9.4/10 (Category avg: 8.9/10)
  • Automation: 9.3/10 (Category avg: 8.8/10)
  • Identification: 9.0/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 9.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Insycle?

  • Seller: Insycle
  • Company Website:
  • Year Founded: 2016
  • HQ Location: New York
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Revenue Operations Manager, Marketing Manager
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 50% Medium, 43% Small

What Do G2 Reviewers Say About Insycle?

AI-generated summary from verified user reviews

Pros
  • Users find Insycle's ease of use remarkable, simplifying data management and enhancing efficiency in HubSpot.
  • Users commend Insycle for its data accuracy capabilities, effectively cleaning and maintaining high-quality data effortlessly.
  • Users appreciate the duplicate management features of Insycle, making data cleanup fast, efficient, and reliable.
  • Users find the HubSpot integration seamless, enhancing data management with automated, efficient workflows and easy setup.
  • Users praise Insycle for its excellent customer support, highlighting the team's attentiveness and effective onboarding process.
Cons
  • Users find the learning curve challenging, especially for non-technical users trying to build rules and templates.
  • Users find Insycle not user-friendly initially due to its learning curve and unintuitive interface elements.
  • Users find Insycle to be expensive, especially for large accounts, and uncertain about its functionalities and value.
  • Users express concerns over complexity and high cost, noting difficulties in setup and uncertainty about functionalities.
  • Users find the interface not intuitive initially, facing a learning curve and requiring more guidance and template suggestions.

What Are Recent G2 Reviews of Insycle?

What Are G2 Users Discussing About Insycle?

DataGroomr

DataGroomr is the leading AI-powered Salesforce data quality platform, helping organizations identify duplicates, merge records, standardize data, enrich information, verify accuracy, and automate ongoing data maintenance all from a single, easy-to-use solution. Clean, reliable data is essential for sales, marketing, customer support, operations, and finance teams. Yet duplicate records, incomplete information, inconsistent formats, and outdated data continue to create costly challenges that impact productivity, reporting accuracy, customer experiences, and business decisions. DataGroomr solves these challenges with advanced artificial intelligence that continuously monitors and improves Salesforce data quality. Unlike traditional tools that depend on complex matching rules and ongoing maintenance, DataGroomr uses AI-powered matching to accurately identify duplicate records across Accounts, Contacts, Leads, and other Salesforce objects with little to no configuration required. The platform helps organizations uncover more duplicates with greater accuracy, merge records safely and efficiently, automate deduplication processes, and prevent new duplicates from entering Salesforce. Intelligent matching continuously learns from data patterns and user actions to improve performance over time. Beyond duplicate management, DataGroomr provides comprehensive data quality capabilities including data standardization, email, phone, and address verification, and agentic data enrichment. Teams can fill in missing information, improve record completeness, maintain consistent formatting, and ensure customer and prospect data remains accurate and actionable. DataGroomr also supports key Salesforce workflows, including lead conversion, bulk record management, and import preparation. Organizations can identify and resolve data quality issues before they impact users, reports, automations, integrations, or downstream systems. With powerful automation, intuitive workflows, and real-time visibility into data quality health, DataGroomr makes it easy to establish and maintain trusted Salesforce data at scale. Customers benefit from improved user confidence, more accurate reporting, stronger operational efficiency, and better business outcomes. Trusted by organizations of all sizes and backed by exceptional customer support, DataGroomr delivers a smarter, simpler approach to Salesforce data quality, helping teams spend less time fixing data and more time using it. Start your free trial at: http://www.datagroomr.com

Average Rating: 4.8/5.0

Total Reviews: 39

How Do G2 Users Rate DataGroomr?

  • Quality of Support: 9.6/10 (Category avg: 8.9/10)
  • Automation: 9.2/10 (Category avg: 8.8/10)
  • Identification: 9.4/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 9.1/10 (Category avg: 8.5/10)

Who Is the Company Behind DataGroomr?

Who Uses This Product?

  • Top Industries: Non-Profit Organization Management
  • Company Size: 64% Medium, 21% Small

What Do G2 Reviewers Say About DataGroomr?

AI-generated summary from verified user reviews

Pros
  • Users value the effective duplicate management of DataGroomr, significantly improving their data cleaning efficiency and Salesforce experience.
  • Users highlight the ease of use of DataGroomr, appreciating its seamless setup and user-friendly interface.
  • Users praise the fantastic customer support at DataGroomr, highlighting personalized onboarding and ongoing assistance throughout their experience.
  • Users love the intuitive interface of DataGroomr, enhancing their data cleaning efficiency and ease of use.
  • Users value the seamless Salesforce integration of DataGroomr, enhancing efficiency in managing duplicate records effortlessly.
Cons
  • Users find a steep learning curve with DataGroomr, requiring time to master its complexities for better results.
  • Users find the complexity of field matching rules in DataGroomr challenging, indicating a significant learning curve.
  • Users note a difficult learning curve with DataGroomr, requiring time to master its powerful features and functionality.
  • Users find the difficult setup process challenging, particularly with strict rules and custom configurations but appreciate the team's assistance.
  • Users note a learning difficulty with DataGroomr, requiring time to master its features and functions.

What Are Recent G2 Reviews of DataGroomr?

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BizProspex CRM Cleaning

At BizProspex, we help businesses fix CRM databases that have become unreliable over time. Duplicate contacts, outdated emails, incorrect job titles, and inconsistent formatting build up naturally, and they end up slowing down sales teams and weakening campaign results. Our CRM Cleaning service identifies these issues across your entire database and corrects them. We remove duplicates, standardize fields, and verify contact details like emails, phone numbers, and job titles against trusted sources. We combine AI-based detection with manual review from our analysts, so every record is checked for accuracy before delivery. With over 2500 projects completed and 13+ years of experience, we focus on giving teams a CRM they can actually trust, one that supports better targeting, stronger pipeline accuracy, and more confident decision making.

Average Rating: 4.9/5.0

Total Reviews: 14

How Do G2 Users Rate BizProspex CRM Cleaning?

  • Quality of Support: 9.8/10 (Category avg: 8.9/10)
  • Automation: 9.0/10 (Category avg: 8.8/10)
  • Identification: 9.3/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 9.0/10 (Category avg: 8.5/10)

Who Is the Company Behind BizProspex CRM Cleaning?

  • Seller: Bizprospex
  • Year Founded: 2013
  • HQ Location: Suwanee, Georgia, United States
  • LinkedIn® Page: www.linkedin.com
    159 employees on LinkedIn®
  • Phone: +91 7697120653

Who Uses This Product?

  • Company Size: 87% Small, 13% Medium

What Are Recent G2 Reviews of BizProspex CRM Cleaning?

What Are G2 Users Discussing About BizProspex CRM Cleaning?

Openprise

Openprise is the AI and data platform for modern go-to-market teams. We help GTM teams turn AI and data investments into measurable revenue growth by cleaning, enriching, and connecting GTM data, automating core go-to-market processes, and putting AI to work across the funnel. With Openprise, Marketing, Growth, Sales, and Ops create more pipeline, increase productivity, and scale growth faster. Teams build sharper audiences, launch campaigns sooner, match and route demand accurately, give sellers stronger account context, and move more AI use cases from pilot to production on a connected, governed foundation. Capabilities include data enrichment and acquistion, cleansing and standardization, deduplication, list loading, lead-to-account matching, routing, segmentation, scoring, and AI-ready execution across CRM, MAP, and the broader GTM stack. Fortune 500 companies and high-growth enterprises rely on Openprise to get more from their technology, data, and AI.

Average Rating: 4.9/5.0

Total Reviews: 63

How Do G2 Users Rate Openprise?

  • Quality of Support: 9.9/10 (Category avg: 8.9/10)
  • Automation: 9.7/10 (Category avg: 8.8/10)
  • Identification: 9.3/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 9.8/10 (Category avg: 8.5/10)

Who Is the Company Behind Openprise?

  • Seller: Openprise
  • Year Founded: 2014
  • HQ Location: San Mateo, US
  • LinkedIn® Page: www.linkedin.com
    126 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 59% Large, 34% Medium

What Do G2 Reviewers Say About Openprise?

AI-generated summary from verified user reviews

Pros
  • Users value the booking efficiency of Openprise, benefiting from robust databases and flexible lead routing options.
  • Users value the strong database and storage capabilities of Openprise, enhancing their lead routing strategies effectively.
  • Users value the strong database and storage capabilities of Openprise, enabling sophisticated lead routing options.
  • Users value the flexibility of Openprise, enabling complex lead routing tailored to their needs.
  • Users commend the strong database and flexible lead routing options of Openprise, enhancing their lead generation processes.
Cons
  • Users find poor navigation in Openprise frustrating, indicating a need for improved UI for easier configuration.

What Are Recent G2 Reviews of Openprise?

What Are G2 Users Discussing About Openprise?

Introhive

Introhive is a leading Relationship Intelligence platform that empowers firms to break down data silos and gain actionable insights from their relationships to fuel collaboration and growth. With Introhive’s Relationship Intelligence, firms can identify key relationships within the firm, measure the strength of client and prospect relationships, foster cross-firm collaboration, uncover risks or opportunities by understanding the health of relationships over time, and leverage these insights for business development and client retention efforts. Trusted by industry-leading brands, Introhive’s supports over 250,000 users in 90+ countries.

Average Rating: 4.5/5.0

Total Reviews: 83

How Do G2 Users Rate Introhive?

  • Quality of Support: 9.1/10 (Category avg: 8.9/10)
  • Automation: 8.6/10 (Category avg: 8.8/10)
  • Identification: 8.2/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 8.4/10 (Category avg: 8.5/10)

Who Is the Company Behind Introhive?

Who Uses This Product?

  • Top Industries: Legal Services, Accounting
  • Company Size: 51% Medium, 35% Large

What Do G2 Reviewers Say About Introhive?

AI-generated summary from verified user reviews

Pros
  • Users commend the responsive and knowledgeable customer support of Introhive, enhancing overall user experience and productivity.
  • Users appreciate the robust analytics capabilities of Introhive, enabling insightful understanding of client sentiment and collaboration.
  • Users find Introhive to be an easy-to-use solution, effectively enhancing their firm's partner engagement and contact management.
  • Users value the easy integrations of Introhive, enhancing workflow efficiency and boosting overall productivity.
  • Users value the efficiency of Introhive, leading to improved productivity and streamlined workflows within their teams.
Cons
  • Users initially find the confusing interface of Introhive challenging, but it becomes easier once mastered.
  • Users find the difficult learning curve of Introhive challenging initially, but it becomes easier once mastered.
  • Users find Introhive to be very expensive, which affects their overall satisfaction and value for money.
  • Users find the initial learning curve challenging, but the system becomes intuitive once mastered.

What Are Recent G2 Reviews of Introhive?

What Are G2 Users Discussing About Introhive?

Dedupely

All you need to keep your CRM free from duplicates! Messy data slows down workflows, clogs reports, and creates confusion. Dedupely helps you take control of your CRM by automatically identifying, merging, and preventing duplicate records, without disrupting your existing setup. Designed to work seamlessly with Salesforce, HubSpot, and Pipedrive, Dedupely integrates directly with your CRM’s native and custom objects, ensuring reliable and accurate data. All our plans include all our features, so you can get full control over what stays and goes. Help is always within reach with our unlimited customer service. Whether it’s a quick question or hands-on guidance, we’ll make sure Dedupely fits your needs, every step of the way. And yes, we’re friendly too!

Average Rating: 4.5/5.0

Total Reviews: 13

How Do G2 Users Rate Dedupely?

  • Quality of Support: 9.8/10 (Category avg: 8.9/10)
  • Automation: 7.7/10 (Category avg: 8.8/10)
  • Identification: 7.9/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 5.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Dedupely?

  • Seller: Dedupely
  • Year Founded: 2015
  • HQ Location: Richmond, British Columbia
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 79% Small, 21% Medium

What Do G2 Reviewers Say About Dedupely?

AI-generated summary from verified user reviews

Pros
  • Users praise the customer support of Dedupely for being dedicated and helpful in improving their processes.
  • Users appreciate the ease of use of Dedupely, making data cleanup straightforward and efficient for their businesses.
  • Users value the effective duplicate management of Dedupely, streamlining data accuracy and saving significant time for businesses.
  • Users value the efficiency improvement of Dedupely, streamlining data merging and enhancing overall productivity.
  • Users find merging leads with Dedupely to be fast and efficient, enhancing data accuracy seamlessly.
Cons
  • Users find that Dedupely has data management limitations, lacking features for advanced unification and data quality enhancement.
  • Users find that Dedupely has limited functionality, lacking advanced features for comprehensive data management beyond deduplication.
  • Users desire an improved UX/UI design for Dedupely to enhance their overall experience and accessibility.

What Are Recent G2 Reviews of Dedupely?

Cloudingo

Cloudingo solves the biggest problem with Salesforce and Marketo data: duplicate records. What’s unique about Cloudingo is its ability to comb through data to find duplicated records while giving you the most flexibility and control, with the least headaches of any deduplication tool on the market. And while removing duplicates is at the core of what Cloudingo does, there’s a lot more to data cleansing. Developed with user feedback in mind, it’s no wonder Cloudingo is a favorite app among Salesforce and Marketo users. With Cloudingo you can: - Remove duplicates in Salesforce and/or Marketo - Build an unlimited number of filters using various matching styles - Merge duplicates manually, in bulk, or automatically - Update and delete records - Clean lists by matching import records with existing records to ensure no duplicates enter your data and existing records get updated - Validate mailing addresses and add geocodes - Schedule Cloudingo to run in the background, searching for a merging duplicates - Monitor your progress with sharable reports and audit activity - Integrate other systems with Cloudingo via API integrations - Create multiple permission-based user logins for added security and auditing Try Cloudingo free for 10 days, and within minutes you’ll see how many duplicate records exist in your org.

Average Rating: 4.4/5.0

Total Reviews: 37

How Do G2 Users Rate Cloudingo?

  • Quality of Support: 9.0/10 (Category avg: 8.9/10)
  • Automation: 9.8/10 (Category avg: 8.8/10)
  • Identification: 9.5/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 9.7/10 (Category avg: 8.5/10)

Who Is the Company Behind Cloudingo?

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 76% Medium, 16% Small

What Are Recent G2 Reviews of Cloudingo?

What Are G2 Users Discussing About Cloudingo?

DupeCatcher

DupeCatcher is a real-time app that blocks duplicate leads, contacts, & accounts before they enter Salesforce.com

Average Rating: 4.1/5.0

Total Reviews: 12

How Do G2 Users Rate DupeCatcher?

  • Quality of Support: 8.0/10 (Category avg: 8.9/10)
  • Automation: 8.3/10 (Category avg: 8.8/10)
  • Identification: 8.3/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind DupeCatcher?

Who Uses This Product?

  • Company Size: 54% Large, 38% Medium

What Are Recent G2 Reviews of DupeCatcher?

What Are G2 Users Discussing About DupeCatcher?

Data Deduplication Tool

The only de-duping tool that allows you to identify duplicates based on your own business rules. You select how to define a duplicate by setting up your own rules of identifying which record is going to be the surviving (master) record. StrategicDB's de-duping tool also normalizes fields such as: Website, Address and Company Name for better identification of duplicates. To ensure that the selected master record is the right choice among duplicates, our deduping tool is equipped with the confidence level feature. Your final file shows the confidence level of the selected duplicate. It also provides you with the data completeness score that helps with your master/merge selection.

Average Rating: 4.5/5.0

Total Reviews: 9

How Do G2 Users Rate Data Deduplication Tool?

  • Quality of Support: 8.5/10 (Category avg: 8.9/10)
  • Automation: 7.2/10 (Category avg: 8.8/10)
  • Identification: 6.1/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 7.2/10 (Category avg: 8.5/10)

Who Is the Company Behind Data Deduplication Tool?

Who Uses This Product?

  • Company Size: 40% Small, 30% Large

What Are Recent G2 Reviews of Data Deduplication Tool?

ActivePrime

ActivePrime provides innovative, automated customer intelligence solutions helping more than 120,000 users in 42 countries. Our data quality and fuzzy search technologies enable our customers to generate consolidated, actionable customer intelligence from both cloud and on-premise data.

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate ActivePrime?

  • Quality of Support: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind ActivePrime?

Who Uses This Product?

  • Company Size: 100% Medium, 50% Large

What Are Recent G2 Reviews of ActivePrime?

What Are G2 Users Discussing About ActivePrime?

CleanCRM

CleanCRM de-dupes your Accounts, Contacts or Leads with one click. Reclaim sales time, empower Marketing, and report on clean data. CleanCRM is embedded in your CRM, no software installation.

Who Is the Company Behind CleanCRM?

DataDoctor

DataDoctor is a cloud-based CRM Data Quality solution that automatically cleanses, appends and enrichments companies and contacts data.

Who Is the Company Behind DataDoctor?

Master Data Deduplication

An AI-powered solution to remove all duplicates from your master data, marketing, and mailing lists, databases, spreadsheets, CRMs and more! Prerequisite: - Master data set Features: - Fuzzy logic to find similar records - Machine learning skills to learn similarity rules - Scalable to work with millions of records - Trained to work in multiple languages - Trained to find duplicates in multi-domain data - Find hard matches even with typos and abbreviation mistakes Technologies Used: - Python How It Works: - Input data from multiple data sources - Train the algorithm to learn similarity rules - Run the trained algorithm to find duplicates automatically - Merge similar records and download the file

Who Is the Company Behind Master Data Deduplication?

  • Seller: Beyond Key
  • Year Founded: 2005
  • HQ Location: Chicago, Illinois
  • LinkedIn® Page: www.linkedin.com
    395 employees on LinkedIn®

MasterDataOnline

MasterDataOnline (MDO )is a tool that helps in governance and standardization of all types of master data across the business using workflows and approval processes.

Who Is the Company Behind MasterDataOnline?