Best Data Quality Tools for Small Business - Page 2

How Many Data Quality Tools Products Does G2 Track?

Total Products under this Category: 350

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
  • 13,900+ Authentic Reviews
  • 350+ 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: HubSpot Data Hub, SAS Viya, GTM Studio - Powered by ZoomInfo, dbt, Loqate, Insycle, Traction Complete, and Melissa Data Quality Suite.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-quality/grids.json?focus%5B%5D=hubspot-data-hub&focus%5B%5D=sas-sas-viya&focus%5B%5D=gtm-studio-powered-by-zoominfo&focus%5B%5D=dbt&focus%5B%5D=gbg-plc-loqate&focus%5B%5D=insycle&focus%5B%5D=traction-complete&focus%5B%5D=melissa-data-quality-suite&segment=small-business)

Findymail

Findymail is a leading B2B contact data provider built for modern sales teams who need accurate, actionable data without the manual work. From verified emails and phone numbers to AI-powered lead finding and real-time intent signals, Findymail covers the full prospecting workflow in one platform. Key Features: - Email and Phone Finder: Find verified B2B emails and phone numbers individually, in bulk via file upload, or on the fly using the Chrome extension. - Email Verification: Keep your lists clean and deliverable with advanced verification technology that guarantees a bounce rate of less than 5%. - Intellimatch (AI Lead Finder): Describe your ideal target company in plain language and Intellimatch surfaces matches based on real website content, no rigid filters needed. - Signals: Monitor the web 24/7 for intent signals from your ideal customers, so you can reach out when it matters most. - Datacare CRM Enrichment: Automatically enrich new records, detect and merge duplicates, and track job changes to keep your CRM accurate and up-to-date. - Chrome Extension: Extract verified contact data directly from professional networks, Apollo, and other platforms without leaving your browser. Why Sales Teams Choose Findymail: Findymail eliminates the biggest bottleneck in outbound sales: bad data. Verified emails and phone numbers reduce bounce rates, wasted outreach, and time spent on manual enrichment. Features like Intellimatch and Signals go further, helping teams find the right companies and reach out at the right time. The result is a faster, cleaner prospecting workflow that lets sales professionals focus on building relationships and closing deals.

Average Rating: 4.9/5.0

Total Reviews: 57

How Do G2 Users Rate Findymail?

  • Quality of Support: 9.7/10 (Category avg: 8.9/10)

Who Is the Company Behind Findymail?

Who Uses This Product?

  • Who Uses This: Founder
  • Top Industries: Marketing and Advertising, Computer Software
  • Company Size: 79% Small, 16% Medium

What Do G2 Reviewers Say About Findymail?

AI-generated summary from verified user reviews

Pros
  • Users praise the responsive customer support of Findymail, highlighting their professionalism and effectiveness in assisting customers.
  • Users find Findymail very easy to set up, allowing seamless integration into their workflows and boosting productivity.
  • Users rave about the exceptional lead generation capabilities of Findymail, highlighting its ease of use and data coverage.
  • Users appreciate the accuracy of Findymail, citing minimal bounces and real-time verified emails for effective outreach.
  • Users praise Findymail for its excellent data accuracy, making lead generation efficient and trustworthy.
Cons
  • Users find the service expensive, especially for higher-tier plans, but value its effectiveness for larger agencies.
  • Users are frustrated by limited credits that don't accommodate their needs, leading to unexpected charges for previously sourced emails.
  • Users wish for improved AI integration to avoid unnecessary credit charges for previously sourced contacts in Findymail.
  • Users experience inaccurate data retrieval when searching for names, leading to frustration and inefficiency.
  • Users feel that the dependence on LinkedIn limits their options for finding emails through alternative methods.

What Are Recent G2 Reviews of Findymail?

Flatfile

Migrating data is one of the biggest barriers to onboarding customers quickly and successfully. This process is often complex and error-prone, causing delays and frustration that can negatively impact the customer experience. Don’t let customer data become a bottleneck for your business. Accelerate your data onboard and migrations with AI-powered data transformations. Our source-to-target mapping auto-magically converts complex data into your desired format. Easily collaborate with stakeholders on data decisions with granular access control, ensuring the right people manage the right data at the right time. With our fully customizable developer-first platform and event-driven architecture you can create complex workflows tailored specifically to your business needs. No more costly, service-heavy migrations. Migrate data efficiently and with confidence. Come see how we help the world’s best data migration and implementation teams migrate customer data seamlessly.

Average Rating: 4.6/5.0

Total Reviews: 31

How Do G2 Users Rate Flatfile?

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

Who Is the Company Behind Flatfile?

  • Seller: Flatfile
  • Year Founded: 2018
  • HQ Location: Denver, Colorado
  • LinkedIn® Page: www.linkedin.com
    23 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 90% Small, 6% Medium

What Do G2 Reviewers Say About Flatfile?

AI-generated summary from verified user reviews

Pros
  • Users value the time efficiency of Flatfile, appreciating the saved effort in writing complex functionality.
  • Users value the time-saving aspect of Flatfile, eliminating the need to build functionalities from scratch.
Cons
  • Users report unreliable error handling in Flatfile, leading to confusion and poor reflections on their own products.
  • Users report frequent error notifications that disrupt workflows and negatively impact the user experience with Flatfile.
  • Users find limited customization in Flatfile, which restricts their ability to tailor the product to their needs.
  • Users find limited features in Flatfile, particularly noting issues with stability and customization options.
  • Users find Flatfile's limited functionality frustrating, with issues like UI breaks and unreliable server responses complicating usage.

What Are Recent G2 Reviews of Flatfile?

What Are G2 Users Discussing About Flatfile?

D&B Connect

D&B Connect is a cloud-based data management platform that helps organizations improve the quality, accuracy, and consistency of customer and business data across their technology ecosystem. By connecting trusted D&B data with internal systems, teams can enrich records, identify and resolve duplicate data, improve matching and identity resolution, and maintain a more complete view of customers and prospects. D&B Connect integrates with leading CRM, master data management (MDM), customer data platform (CDP), and marketing technologies to help automate data stewardship, support governance initiatives, and provide the reliable business data needed to power sales, marketing, risk, compliance, and customer experience strategies.

Average Rating: 4.1/5.0

Total Reviews: 131

How Do G2 Users Rate D&B Connect?

  • Quality of Support: 8.5/10 (Category avg: 8.9/10)
  • Automation: 8.1/10 (Category avg: 8.8/10)
  • Identification: 8.1/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 8.1/10 (Category avg: 8.5/10)

Who Is the Company Behind D&B Connect?

  • Seller: Dun & Bradstreet
  • Company Website:
  • HQ Location: Jacksonville, FL
  • LinkedIn® Page: www.linkedin.com
    5,735 employees on LinkedIn®
  • Ownership: NYSE: DNB
  • Total Revenue (USD mm): $1,738

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 44% Medium, 31% Small

What Do G2 Reviewers Say About D&B Connect?

AI-generated summary from verified user reviews

Pros
  • Users find D&B Connect easy to use thanks to its smooth integration and straightforward account creation process.
  • Users value the data accuracy of D&B Connect, benefiting from high-quality contact information and customizable data pulls.
  • Users value the high-quality B2B data from D&B Connect, enhancing their data management and CRM efforts significantly.
  • Users appreciate the easy setup of D&B Connect, enhancing efficiency and value in their data management efforts.
  • Users value the accuracy of D&B Connect, which significantly enhances data management and supports company growth.
Cons
  • Users face limitations in account creation, credit tracking, contact matching, and customizability, impacting their overall experience.
  • Users find D&B Connect expensive, as its pricing structure primarily benefits larger enterprises over SMEs.
  • Users find the learning curve steep for D&B Connect, requiring additional training to navigate effectively.
  • Users face limited functionality of D&B Connect, particularly in contact matching and credit tracking, causing inefficiencies.
  • Users express concerns about missing features, particularly in data accuracy, monitoring, and regional coverage limitations.

What Are Recent G2 Reviews of D&B Connect?

What Are G2 Users Discussing About D&B Connect?

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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?

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?

Informatica Data Quality & Observability

Informatica Data Quality is a comprehensive solution designed to help organizations ensure their data is accurate, complete, and reliable. By automating critical data quality tasks, it enables businesses to trust their data for analytics, decision-making, and customer engagement. This tool supports data cleansing, standardization, validation, and enrichment across various data sources and platforms, ensuring consistency and reliability throughout the data lifecycle. Key Features and Functionality: - Data Discovery and Profiling: Allows users to profile data and perform iterative analysis to identify relationships and detect quality issues. - Rich Set of Transformations: Offers capabilities such as standardization, validation, enrichment, and de-duplication to transform data effectively. - Reusable Rules and Accelerators: Provides prebuilt business rules and accelerators that can be reused to maintain consistent data quality standards. - Integrated Data Governance: Ensures data quality is applied automatically with integrated data governance and cataloging. - AI-Powered Automation: Utilizes AI to streamline data quality processes, enhancing productivity and efficiency. Primary Value and Solutions Provided: Informatica Data Quality addresses the challenge of maintaining high-quality data across an organization. By automating data quality tasks, it reduces manual effort and minimizes errors, leading to more accurate analytics and informed decision-making. The solution ensures that data is clean, complete, and free of duplicates, which is essential for reliable business insights. Additionally, by standardizing and validating data, organizations can deliver more relevant and personalized customer experiences, thereby enhancing customer engagement and satisfaction.

Average Rating: 4.3/5.0

Total Reviews: 62

How Do G2 Users Rate Informatica Data Quality & Observability?

  • Quality of Support: 8.2/10 (Category avg: 8.9/10)
  • Automation: 8.1/10 (Category avg: 8.8/10)
  • Identification: 8.6/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 8.8/10 (Category avg: 8.5/10)

Who Is the Company Behind Informatica Data Quality & Observability?

  • Seller: Informatica
  • Year Founded: 1993
  • HQ Location: Redwood City, CA
  • LinkedIn® Page: www.linkedin.com
    2,473 employees on LinkedIn®
  • Ownership: NYSE: INFA
  • Phone: 650-385-5000

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 75% Large, 50% Medium

What Do G2 Reviewers Say About Informatica Data Quality & Observability?

AI-generated summary from verified user reviews

Pros
  • Users value the customization options of Informatica Data Quality & Observability, tailoring rules to meet specific needs.
Cons
  • Users face a difficult learning curve with Informatica Data Quality & Observability, requiring significant time to grasp functionalities.
  • Users find a learning difficulty due to the considerable time needed to understand functionalities and features of Informatica Data Quality & Observability.
  • Users face significant training requirements to fully grasp the functionalities and features of Informatica Data Quality & Observability.

What Are Recent G2 Reviews of Informatica Data Quality & Observability?

What Are G2 Users Discussing About Informatica Data Quality & Observability?

Syncari

Syncari is an AI-ready, Agentic MDM platform that unifies, governs, and activates trusted data across all your systems, domains, and cloud infrastructure. Built for enterprises navigating the complexity of multi-agent environments and AI-driven operations, Syncari automates core data management workflows—from data modeling and lineage to validation and remediation—without needing heavy IT resources. At the heart of Syncari is its patented multi-directional sync, delivering real-time, bi-directional data consistency across CRMs, ERPs, cloud platforms, and data warehouses—without custom code or middleware. Syncari ensures continuously clean, synchronized, and governed data flows throughout your enterprise and is always ready for analytics, AI models, and operational use. Whether you're powering AI copilots, managing complex entity relationships, or standardizing data pipelines, Syncari helps you move beyond just managing data—to activating it. Why Syncari? -Syncari Agentic MDM™: Designed for orchestrating trusted data across AI agents and teams -Patented Multi-Directional Sync: Real-time updates across all connected platforms -Agentic Ops: Schema sync, field mapping, DQ enforcement, and remediation -Entity Resolution: Consolidate and deduplicate records across domains -Composable + Cloud-First: Built to plug into your existing SaaS and data stack -Low-Code / No-Code: Accessible to IT, data teams, RevOps, and business users alike Core Capabilities Unify, Sync, Automate, Activate, Model, Catalog, Lineage, Transform, Standardize, Verify, Remediate, Observe, Report, Consume Top Use Cases - Customer Master: Build a unified customer profile across GTM systems - Product Master: Align and enrich product data across eCommerce and ERP - Hierarchy Master: Govern legal entities, accounts, and territories - Analytics MDM: Push AI-ready data into BI tools and ML workflows - Data Products: Operationalize governed datasets for internal and external use - Data Quality: Automatically identify, validate, standardize, and remediate data issues across systems - MDM for Snowflake: Sync and manage master data directly inside Snowflake - MDM for GCP: Connect, unify, and activate trusted data in BigQuery and GCP tools - MDM for Your Data Warehouse: Maintain clean, governed, query-ready data across your cloud warehouse infrastructure -MCP Server for your unified data

Average Rating: 4.8/5.0

Total Reviews: 41

How Do G2 Users Rate Syncari?

  • Quality of Support: 9.9/10 (Category avg: 8.9/10)
  • Automation: 9.7/10 (Category avg: 8.8/10)
  • Identification: 9.4/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 9.4/10 (Category avg: 8.5/10)

Who Is the Company Behind Syncari?

  • Seller: Syncari
  • Year Founded: 2019
  • HQ Location: Newark, California
  • LinkedIn® Page: www.linkedin.com
    44 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 51% Medium, 44% Small

What Are Recent G2 Reviews of Syncari?

What Are G2 Users Discussing About Syncari?

Alteryx Designer Cloud

Designer Cloud powered by Trifacta is part of the Alteryx Analytics Cloud platform. Designer Cloud democratizes data analytics across the organization with an open and interactive cloud platform for anyone who works with data to collaboratively profile, prepare, and pipeline data for analytics and machine learning. Organizations can connect to any data source, across all major cloud data platforms, and integrate Alteryx Analytics Cloud seamlessly into the existing data stack. Designer Cloud provides an interactive, visual user experience with AI/ML-based suggestions to guide users through the exploration and transformation of any dataset.

Average Rating: 4.4/5.0

Total Reviews: 151

How Do G2 Users Rate Alteryx Designer Cloud?

  • Quality of Support: 8.6/10 (Category avg: 8.9/10)
  • Automation: 9.2/10 (Category avg: 8.8/10)
  • Identification: 8.8/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 8.5/10 (Category avg: 8.5/10)

Who Is the Company Behind Alteryx Designer Cloud?

  • Seller: Alteryx
  • Year Founded: 1997
  • HQ Location: Irvine, CA
  • LinkedIn® Page: www.linkedin.com
    2,312 employees on LinkedIn®
  • Ownership: Private
  • Phone: 714-516-2400

Who Uses This Product?

  • Top Industries: Information Technology and Services, Hospital & Health Care
  • Company Size: 35% Large, 35% Small

What Are Recent G2 Reviews of Alteryx Designer Cloud?

What Are G2 Users Discussing About Alteryx Designer Cloud?

OneSchema

OneSchema provides AI agents for data operations that automate data prep, driving efficiency and improving client project margins. By standardizing raw client files to your RFIs, OneSchema helps teams reach insights and deliver results faster.

Average Rating: 4.6/5.0

Total Reviews: 47

How Do G2 Users Rate OneSchema?

  • Quality of Support: 9.5/10 (Category avg: 8.9/10)
  • Automation: 7.7/10 (Category avg: 8.8/10)
  • Identification: 8.1/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 8.9/10 (Category avg: 8.5/10)

Who Is the Company Behind OneSchema?

  • Seller: OneSchema
  • Year Founded: 2021
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    16 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 50% Small, 44% Medium

What Do G2 Reviewers Say About OneSchema?

AI-generated summary from verified user reviews

Pros
  • Users value the quick and reliable community support of OneSchema, enhancing their overall experience with the product.
  • Users commend the quick and reliable customer support from OneSchema, swiftly resolving issues and answering questions.
  • Users value the easy customization options in OneSchema, allowing for intuitive and polished importer creation.
  • Users value the ease of use of OneSchema, noting its intuitive and customizable importer creation process.
  • Users value the quick and reliable support from OneSchema, enhancing the overall user experience and efficiency.
Cons
  • Users desire enhanced customization options for OneSchema, indicating a need for improved flexibility in their workflow.
  • Users seek improved interface design for OneSchema, believing better UX will enhance their data transformation experience.
  • Users seek improved user experience in OneSchema, especially regarding customization and data transformation processes.
  • Users desire enhanced UX improvements for better customization and streamlined data transformations in OneSchema.

What Are Recent G2 Reviews of OneSchema?

DQE One

DQE One is a real-time data quality platform that validates, standardizes, deduplicates, and enriches customer data, including email addresses, phone numbers, and postal addresses. It helps businesses maintain accurate, complete, and unified customer data across CRM systems, marketing platforms, and operational tools. DQE One solves common data quality challenges such as: - Invalid emails and poor deliverability - Incorrect postal addresses and failed deliveries - Wrong phone numbers and unreachable contacts - Duplicate records and fragmented customer data - Inconsistent data formats across systems It ensures that customer data is clean and usable from the moment it enters your systems. Key capabilities include: - Real-time validation of email, phone, and address data - Data standardization and formatting across systems - Duplicate detection and record merging to create a single customer view - Data enrichment to complete and enhance customer information - Global address validation with country-specific rules - API-first architecture for real-time processing and easy integration DQE One detects duplicate customer records and merges them to create a unified customer view. This improves CRM reliability, reporting accuracy, and overall data consistency. Typical use cases include: - CRM data cleansing and deduplication - E-commerce checkout optimization - Lead capture and contact data validation - Customer data integration across multiple systems - Data governance and data quality initiatives DQE One integrates with platforms such as Salesforce, HubSpot, and other CRM, marketing automation, and e-commerce tools. It can be deployed via API or connectors to ensure data quality across all customer touchpoints. DQE One is designed for companies that want to improve data accuracy, reduce operational inefficiencies, eliminate duplicates, and deliver better customer experiences through reliable data.

Average Rating: 4.8/5.0

Total Reviews: 40

How Do G2 Users Rate DQE One?

  • Quality of Support: 9.6/10 (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: 8.7/10 (Category avg: 8.5/10)

Who Is the Company Behind DQE One?

  • Seller: DQE
  • Company Website:
  • Year Founded: 2008
  • HQ Location: Levallois-Perret, Île-de-France
  • LinkedIn® Page: www.linkedin.com
    77 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 35% Medium, 35% Small

What Do G2 Reviewers Say About DQE One?

AI-generated summary from verified user reviews

Pros
  • Users find DQE One’s interface easy to use, making data management accessible for all teams without technical expertise.
  • Users appreciate the seamless CRM integration of DQE One, enhancing data accuracy and operational efficiency.
  • Users commend DQE One for its exceptional data accuracy, significantly enhancing data quality and operational performance.
  • Users praise the enhanced data quality provided by DQE One, leading to improved management and operational efficiency.
  • Users find the intuitive interface of DQE One simplifies data management, making it accessible for all teams.

What Are Recent G2 Reviews of DQE One?

SAS Data Management

SAS Data Management is a comprehensive solution designed to transform raw data into a valuable business asset by improving, integrating, managing, and governing data across an organization. It enables users to access data from various sources, create rules, collaborate with teams, and manage metadata, thereby preparing data for analytics and informed decision-making. Key Features and Functionality: - Data Access and Integration: Seamlessly access data from diverse sources, including legacy systems and modern platforms like Hadoop, ensuring comprehensive data integration. - Data Quality and Cleansing: Utilize embedded tools to automatically identify and rectify data quality issues, reducing errors and inconsistencies. - Data Preparation: Prepare data for analytics and reporting in a self-service environment without the need for coding or IT assistance, enhancing productivity. - Data Governance: Implement consistent policies and processes to ensure data conforms to established standards and regulatory requirements. - Personal Data Protection: Identify and monitor personal data sources to comply with privacy regulations such as GDPR. - Data Federation and Stewardship: Simplify data integration complexities with a virtual data environment that delivers a complete data picture in a user-friendly format. Primary Value and Solutions Provided: SAS Data Management addresses the critical need for organizations to manage their data effectively, turning it into a strategic asset. By providing a unified platform for data access, integration, quality, governance, and master data management, it eliminates the need for multiple, overlapping tools. This consolidation leads to improved data accuracy, streamlined operations, and enhanced decision-making capabilities. Organizations can ensure that all internal and third-party data remains clean and well-managed, facilitating compliance with regulatory standards and enabling more efficient and effective business processes.

Average Rating: 4.1/5.0

Total Reviews: 97

How Do G2 Users Rate SAS Data Management?

  • Quality of Support: 7.9/10 (Category avg: 8.9/10)
  • Automation: 8.2/10 (Category avg: 8.8/10)
  • Identification: 8.8/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind SAS Data Management?

  • Seller: SAS Institute
  • Year Founded: 1976
  • HQ Location: Cary, NC
  • LinkedIn® Page: www.linkedin.com
    15,122 employees on LinkedIn®
  • Phone: 1-800-727-0025

Who Uses This Product?

  • Top Industries: Higher Education, Research
  • Company Size: 51% Large, 26% Small

What Do G2 Reviewers Say About SAS Data Management?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of SAS Data Management, appreciating its user-friendly interface and automation capabilities.
  • Users value the analytics capabilities of SAS Data Management, facilitating data preparation and insightful analysis seamlessly.
  • Users appreciate the robust tools for data cleaning offered by SAS Data Management, ensuring high data accuracy and consistency.
  • Users value the robust tools for cleaning and standardizing data in SAS Data Management, ensuring accuracy and consistency.
  • Users value the strong SAS language capabilities for transforming data efficiently and ensuring accuracy in management processes.
Cons
  • Users find the high cost of SAS Data Management makes it inaccessible and strains system resources.
  • Users find the interface not user-friendly, leading to difficulties in navigation and overall usability.
  • Users report that slow performance with large datasets significantly disrupts workflow and affects overall user experience.
  • Users find that extensive training is required for effective use of SAS Data Management, especially for beginners.
  • Users find the complexity of SAS Data Management challenging, requiring advanced statistical knowledge for effective use.

What Are Recent G2 Reviews of SAS Data Management?

What Are G2 Users Discussing About SAS Data Management?

Plauti

For Salesforce and Dynamics 365 CE teams who want to run reports, automation, and AI on clean, current data, Plauti is a data quality platform that monitors, cleans, and prevents bad data, and makes the result actionable, without the data ever leaving the CRM. Every report, routing rule, campaign, and AI action runs on your CRM data, and that data decays every day. Duplicates and other bad data come in through forms, imports, integrations, and now AI itself. AI raises the stakes: agents act on the first duplicate they find and write more bad data back into your CRM at machine speed. Plauti covers the data quality lifecycle inside your CRM. Monitor shows the health of your data across every object and field, so everyone works from the same picture and can see where bad data comes from. Clean merges duplicates and clears legacy backlog at scale. Prevent blocks bad data at entry points such as manual entry, imports, and the API. Act puts clean data to work for the teams, systems, and AI that depend on it. Unlike bolt-on tools that export your data, or native features that stop at detection, Plauti runs entirely inside your CRM and gives you configurable, governed control across Salesforce and Dynamics 365 CE. It follows your rules and your logic, so the analytics, automation, and AI on top of it work from data that is ready for them. That is what makes CRM data AI-ready and business-ready.

Average Rating: 4.4/5.0

Total Reviews: 115

How Do G2 Users Rate Plauti?

  • Quality of Support: 9.3/10 (Category avg: 8.9/10)
  • Automation: 8.2/10 (Category avg: 8.8/10)
  • Identification: 8.7/10 (Category avg: 9.0/10)
  • Preventative Cleaning: 8.6/10 (Category avg: 8.5/10)

Who Is the Company Behind Plauti?

  • Seller: Plauti
  • Company Website:
  • Year Founded: 2011
  • HQ Location: Arnhem, Netherlands
  • LinkedIn® Page: www.linkedin.com
    57 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Non-Profit Organization Management, Computer Software
  • Company Size: 57% Medium, 35% Small

What Do G2 Reviewers Say About Plauti?

AI-generated summary from verified user reviews

Pros
  • Users find Plauti's platform to be easy to use, streamlining lead assignment and automation effectively.
  • Users value the straightforward duplication management of Plauti, appreciating its affordability and effective automation.
  • Users commend the quick and helpful customer support provided by Duplicate Check, enhancing their overall experience.
  • Users commend the quick and easy merging capabilities of Plauti, enhancing their efficiency in managing duplicates.
  • Users value the flexibility and customization of Plauti, enhancing duplicate management tailored to their specific needs.
Cons
  • Users find the learning curve steep for new admins due to Plauti's complexity and abundance of options.
  • Users find the complexity of options overwhelming, making the initial setup and understanding challenging.
  • Users struggle with data management issues, including challenges in setting validation rules and merging records effectively.
  • Users find too many options confusing, making it difficult to establish effective data validation and gauge record limits.
  • Users find the limited functionality of Plauti restrictive, especially regarding multi-row drag-and-drop and duplicate checks.

What Are Recent G2 Reviews of Plauti?

What Are G2 Users Discussing About Plauti?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated