---
title: Verdantis Master Data Management Suite Reviews
meta_title: 'Verdantis Master Data Management Suite Reviews 2026: Details, Pricing,
  & Features | G2'
meta_description: Filter 10 reviews by the users' company size, role or industry to
  find out how Verdantis Master Data Management Suite works for a business like yours.
aggregate_rating:
  rating_value: 4.5
  review_count: 10
  scale: '5'
date_modified: '2026-09-17'
parent_category:
  name: IT Infrastructure
  url: https://www.g2.com/categories/it-infrastructure
---


# Verdantis Master Data Management Suite Reviews
**Vendor:** Verdantis  
**Category:** [Master Data Management (MDM) Tools](https://www.g2.com/categories/master-data-management-mdm)  
**Average Rating:** 4.5/5.0  
**Total Reviews:** 10
## About Verdantis Master Data Management Suite
Verdantis MDM Suite is an AI-native master data management software built specifically for asset-intensive industries like Oil &amp; Gas, Mining, Energy, Utilities, and Manufacturing. Unlike generic MDM platforms, it is engineered from the ground up to handle the complexity of industrial data across materials, customers, vendors, and services, making it the go-to solution for enterprises that cannot afford data inconsistencies in their operations. Harmonize tackles legacy data by automating the cleansing, deduplication, and normalization of data accumulated from ERP migrations, acquisitions, and multi-site operations, turning years of messy records into clean, usable master data. Integrity keeps that data clean going forward through business rules, validation checks, and change workflows that teams configure themselves, ensuring ongoing master data governance around your standards. MDM Suite also includes a set of AI tools built for industrial data challenges. AutoDoc extracts structured data from engineering drawings, BOMs, and datasheets using OCR and contextual AI. SpareSeek surfaces equivalent, alternate, and obsolete parts across vendor catalogs. TransAI translates and localizes data into regional languages and technical standards for global teams. Auto-Enrichment automatically populates missing attributes across master data using AI models trained on industrial data. Verdantis connects natively with SAP S/4HANA, SAP ECC, Oracle EAM, IBM Maximo, and Microsoft Dynamics 365, and deploys on cloud, on-premise, or hybrid infrastructure.



## Verdantis Master Data Management Suite Pros & Cons
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.

**What users like:**

- Users appreciate the **ease of use** of Verdantis, finding it fast and customizable for their data management needs. (5 reviews)
- Users praise the **unified data management** of Verdantis, enhancing efficiency and accuracy across multiple operational domains. (4 reviews)
- Users value the **data accuracy** of Verdantis, enhancing operational efficiency and streamlining management across multiple domains. (3 reviews)
- Users commend the **data quality** of Verdantis, which enhances efficiency and accuracy across inventory and operations. (3 reviews)
- Users love the **time-saving benefits** of Verdantis, enhancing efficiency and reducing delays across operations. (3 reviews)
- Data Centralization (2 reviews)
- Data Cleaning (2 reviews)
- Data Integration (2 reviews)
- Duplicate Management (2 reviews)
- Workflow Efficiency (2 reviews)

**What users dislike:**

- Users find the **complex setup** of Verdantis Master Data Management Suite frustrating due to the lack of off-the-shelf integrations. (2 reviews)
- Users find the **difficult setup** frustrating, as there’s no off-the-shelf integration and it requires significant time investment. (2 reviews)
- Users find the **initial setup frustrating** due to lack of ready-made integrations, complicating the process. (2 reviews)
- Complexity (1 reviews)
- Users feel that the **data management issues** like time-consuming setups and required manual reviews hinder efficiency. (1 reviews)
- Users find the **lack of off-the-shelf integration** frustrating during the initial setup of Verdantis Master Data Management Suite. (1 reviews)
- Users find the **poor integration** challenging, making the initial setup frustrating due to lack of off-the-shelf options. (1 reviews)
- Small Business Limitations (1 reviews)
- Users experience **update issues** with custom views, requiring them to save new and delete old versions. (1 reviews)

## Verdantis Master Data Management Suite Reviews
  ### 1. Verdantis Brings Clarity and Governance to Complex SAP Master Data

**Rating:** 4.5/5.0 stars

**Reviewed by:** Craig G. | Enterprise Master Data Governance Architect, Enterprise (> 1000 emp.)

**Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user.

**Validated Reviewer:** This review contains authentic analysis and has been reviewed by our team

**Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate.

**Reviewed Date:** August 21, 2026

**What do you like best about Verdantis Master Data Management Suite?**

What stands out most about Verdantis is their ability to bring clear structure to complex engineering, equipment, and supplier datasets without overcomplicating internal workflows. They deeply understand the unique challenges of managing data within asset-heavy, specialty chemical processing environments. Their team provided structured, enriched datasets, established rigorous validation rules, and implemented long-term governance workflows that seamlessly align with our core SAP master data domains across material, vendor, and equipment catalog records.

**What do you dislike about Verdantis Master Data Management Suite?**

Initial alignment on custom enterprise data standards and taxonomy validation rules required dedicated time and cross-functional coordination upfront. Establishing that baseline framework took careful initial planning, but once that foundation was set, project execution moved very efficiently, and the long-term data governance benefits have made that initial setup well worth the effort.

**What problems is Verdantis Master Data Management Suite solving and how is that benefiting you?**

We needed to improve the consistency and reliability of our engineering, equipment, material, and supplier data across multiple enterprise platforms to better support operational modeling, testing, and plant performance analysis. Duplicate records and unstandardized descriptions were creating friction across our data domains and forcing teams to waste valuable time on manual verification.

Verdantis helped us standardize and cleanse these master datasets from the ground up while establishing governance rules to protect long-term data quality. Working with them achieved a noticeable reduction in duplicate and inconsistent records, giving our analytics and operational teams full confidence in the datasets driving our modeling and testing workflows. This has directly supported more reliable operational outcomes and eliminated hours spent on manual data fixes.

  ### 2. A Vital Partner for Global Procurement Data Governance and Catalog Harmonization

**Rating:** 4.5/5.0 stars

**Reviewed by:** Debora  F. | Global Director Procurement Strategy &amp; Operations, Enterprise (> 1000 emp.)

**Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user.

**Validated Reviewer:** This review contains authentic analysis and has been reviewed by our team

**Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate.

**Reviewed Date:** August 18, 2026

**What do you like best about Verdantis Master Data Management Suite?**

What I like most about Verdantis is their ability to handle high-volume, complex legacy catalog cleansing and automatically map item descriptions into standardized global taxonomies like UNSPSC and eClass. Their AI-driven normalization and attribute enrichment engines allow us to turn messy, disparate raw material and vendor records from multiple facilities into clean, structured data. This level of automated classification gives our global teams unprecedented visibility into our supply base and catalog taxonomy.

**What do you dislike about Verdantis Master Data Management Suite?**

The automated catalog cleansing and attribute extraction work so seamlessly that attempting to manage material data or item taxonomies manually in spreadsheets now feels completely inefficient by comparison. It has definitely raised the bar for our team when it comes to enterprise data standards.

**What problems is Verdantis Master Data Management Suite solving and how is that benefiting you?**

Operating dozens of manufacturing facilities globally meant dealing with millions of unstandardized material master entries, inconsistent vendor attributes, and duplicate legacy records across regional systems. This created major friction for our global procurement transformation and made category management and spend analytics difficult.

Verdantis solves this by providing a centralized data governance foundation. By eliminating duplicate entries and enforcing standardized formatting, Verdantis has significantly improved policy compliance across operating regions, reduced sourcing cycle times, and empowered our teams with accurate procurement analytics to drive strategic supplier negotiations.

  ### 3. Verdantis MDM Suite Streamlined Our Supply Chain with Automated Data Cleansing

**Rating:** 4.5/5.0 stars

**Reviewed by:** Bryan D. | Senior Procurement Manager North America, Mid-Market (51-1000 emp.)

**Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user.

**Validated Reviewer:** This review contains authentic analysis and has been reviewed by our team

**Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate.

**Reviewed Date:** July 30, 2026

**What do you like best about Verdantis Master Data Management Suite?**

What stands out most about Verdantis MDM Suite is its ability to handle complex, messy legacy data across multiple manufacturing and third-party bottling operations. Before implementing the suite, maintaining clean SAP material numbers and supplier records across our North American plants was a constant challenge.
Verdantis transformed our supply chain workflows by automating master data cleansing and master data normalization across thousands of packaging specifications, maintenance spare parts, and raw material lines. Their platform enriched our catalog into a unified UNSPSC taxonomy, giving our procurement team immediate clarity on what we own and where it's located. The automated master data enrichment and robust vendor master data management features have dramatically reduced duplicate orders, streamlined our purchase order generation, and made accounts payable reconciliations significantly faster.

**What do you dislike about Verdantis Master Data Management Suite?**

The initial taxonomy mapping phase require a noticeable commitment of time from our internal procurement and site maintenance teams. Because our legacy descriptions varied widely between regional facilities and third-party sites, aligning everything to standard taxonomies took careful manual review during onboarding. Having more interactive, self-service mapping templates upfront would accelerate the initial integration phase. However, Verdantis’s support team was proactive and guided us through every bottleneck.

**What problems is Verdantis Master Data Management Suite solving and how is that benefiting you?**

Verdantis solves the critical issue of fragmented procurement data and supply chain bottlenecks caused by poor master data governance. 

Standardized Procurement Data: It delivers centralized materials master data management and services master data management, ensuring that pricing, Capex bids, and vendor agreements are synchronized inside SAP.
Supply Chain Resilience: Features like automated alternate part identification and alternate supplier identification allow us to bypass vendor lead-time shortages and maintain continuous production without line delays.
Asset & Inventory Control: Improved asset BOM management and proactive spare parts obsolescence identification give our plant managers and maintenance planners clear visibility into high-risk parts before equipment downtime occurs. overall master data management across our entire North American network is now structured, accurate, and scalable.

  ### 4. Harmonize Transformed Our Legacy Data into a Clean, Consistent Material Taxonomy

**Rating:** 4.5/5.0 stars

**Reviewed by:** Dana W. | Senior Inventory Analyst (Procurement), Enterprise (> 1000 emp.)

**Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user.

**Validated Reviewer:** This review contains authentic analysis and has been reviewed by our team

**Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate.

**Reviewed Date:** July 23, 2026

**What do you like best about Verdantis Master Data Management Suite?**

What has been most helpful about the platform, specifically the Harmonize module is its ability to take chaotic, unstructured legacy entries across our fleet and automatically map them into a standardized, clean, and fully enriched material taxonomy. As an analyst working daily inside our supply chain ERP, eliminating the sheer volume of messy legacy data removed our biggest operational hurdle. The biggest upside is that we no longer spend hours every month manually cleaning up manufacturer spelling variations, duplicate item classifications, and broken part descriptions in Excel; now, whenever I query our ERP systems, the material catalog is highly consistent, which has dramatically improved the speed, accuracy and overall reliability of our ad-hoc reporting and inventory analysis.

**What do you dislike about Verdantis Master Data Management Suite?**

The taxonomy mapping and rule-building phase is extremely detailed and requires a dedicated time commitment from your internal plant coordinators. It is a highly thorough process, so you just need to ensure you plan for that resource allocation up front rather than treating it as a quick background task.

**What problems is Verdantis Master Data Management Suite solving and how is that benefiting you?**

We are solving our historical lack of cross-facility inventory visibility and eliminating redundant procurement cycles. By using Verdantis MDM Suite to identify and merge duplicate spare parts across our different plants, w can confidently identify when one site has an overstock of a critical breaker or electrical component before w issue a purchase order for another. It has significantly helped us lower our overall carrying costs, reduce emergency logistics spend, and keep our supply chain lean.

  ### 5. Verdantis Makes Finding the Right Pump Parts Fast with Precise, Spec-Based Search

**Rating:** 4.5/5.0 stars

**Reviewed by:** Omar Cruz Z. | Artificial Lift Systems &amp; Horizontal Pumping System Operator, Mid-Market (51-1000 emp.)

**Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user.

**Validated Reviewer:** This review contains authentic analysis and has been reviewed by our team

**Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate.

**Reviewed Date:** May 20, 2026

**What do you like best about Verdantis Master Data Management Suite?**

Operating horizontal pumping and artificial lift systems means any equipment downtime costs thousand of dollars an hour. In the field, our biggest headache was always trying to find exact replacement components or equivalent fittings because our inventory catalog  was completely unstandardized.

What I like best about Verdantis is its search precision for field operators. I can punch in partial technical specifications or rough dimensions for a pump component, and the engine immediately pulls up the correct, standardized asset record. It actually understands engineering syntax, pressure ratings and machinery attributes, rather than just forcing us to guess exact strings. It takes the guesswork out of the retrieving parts when we are on -site.

**What do you dislike about Verdantis Master Data Management Suite?**

Because the suite is exceptionally robust and built with heavy-duty data governance in mind, the user interface naturally carries a bit of a learning curve for field personnel. When looking up parts quickly on a mobile layout or rugged tablet at a field station, but it would be a fantastic future update if they offered a simplified, streamlined 'quick-lookup' interface tailored specifically for on-site technicians who just need to verify a part number on the go.

**What problems is Verdantis Master Data Management Suite solving and how is that benefiting you?**

Verdantis MDM Suite help solves the problem of hidden inventory and mismatched part numbers across different field warehouses. Before, we would have an artificial lift component sitting idle at one site, but because it was logged under messy, completely different description, our system would say it was out of stock.
Verdantis harmonized our entire asset base into a clear Golden Record. Now, instead of waiting days for an emergency vendor order to ship, we can instantly see that an alternate or identical part is available at a neighboring warehouse , keeping our pumping operations running without massive delays.

  ### 6. From Data Chaos to Clear, Accurate Inventory Decisions

**Rating:** 5.0/5.0 stars

**Reviewed by:** Rajwinder Singh G. | Procurement Manager, Enterprise (> 1000 emp.)

**Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user.

**Validated Reviewer:** This review contains authentic analysis and has been reviewed by our team

**Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate.

**Reviewed Date:** February 19, 2026

**What do you like best about Verdantis Master Data Management Suite?**

The best part is how Verdantis unifies our inventory, supplier, and operational data across multiple domains. From cold storage SKU data to vendor and asset records, everything is streamlined and accurate. This has saved us money, reduced delays, and improved overall efficiency across APAC operations.

**What do you dislike about Verdantis Master Data Management Suite?**

Honestly, nothing. The only downside is that now the team expects all data to be this clean, the bar is higher for me!

**What problems is Verdantis Master Data Management Suite solving and how is that benefiting you?**

Verdantis addresses the challenge of inconsistent and fragmented inventory and supplier data in cold chain logistics. The benefits are tangible; faster, more reliable procurement decisions, improved operational efficiency, and measurable cost savings by avoiding overstock or urgent purchases.

  ### 7. A great solution for Multi Domain MRO Data

**Rating:** 4.0/5.0 stars

**Reviewed by:** Tanishka K. | Senior Manager, Mid-Market (51-1000 emp.)

**Validated Reviewer:** Validated through Google using a business email account

**Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate.

**Reviewed Date:** July 31, 2025

**What do you like best about Verdantis Master Data Management Suite?**

1. It is probably the only MDM solution for MRO-specific Data domains
2. Many of the advanced features are outside the realm of traditional MDM, like enrichment, obsolescence management
3. The focus on measurable value drivers like reducing MRO procurement costs, reducing downtime is quite impressive

**What do you dislike about Verdantis Master Data Management Suite?**

1. Solving for customer, location and finance data will require another solution, which may not be ideal for other customers

2. UI is quite antiquated, looks like a software from SAP in the early 2010s

**What problems is Verdantis Master Data Management Suite solving and how is that benefiting you?**

1. We had miscategorized and poor-quality MRO spare parts and asset data, this software cleaned legacy parts and asset data - and the governance software, Integrity - Also directly connected with the ERP system

2. The company is heavily in packaging operations, the software solved for much of these challenges

3. Agentic Data Enrichment is super effective, it fetches third party information in a few seconds and completes data records

Since it only solves for data quality, the impact takes time but we're seeing results now after 4 months of large-scale implementation

  ### 8. Mars Verdanitis Harmonize

**Rating:** 4.5/5.0 stars

**Reviewed by:** justin s. | Maintenance Planner and Scheduler, Enterprise (> 1000 emp.)

**Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user.

**Validated Reviewer:** Validated through a business email account

**Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate.

**Reviewed Date:** December 05, 2024

**What do you like best about Verdantis Master Data Management Suite?**

Fast and easy to use, customizable display

**What do you dislike about Verdantis Master Data Management Suite?**

I would like to be able to update the custom view, have had to save new and delete old. better support for edge browser would be nice as well!

**What problems is Verdantis Master Data Management Suite solving and how is that benefiting you?**

Verdanitis is helping with data cleansing, data enrichment and data duplication

  ### 9. data cleanse and data enrichment

**Rating:** 4.5/5.0 stars

**Reviewed by:** Anthony S. | Stockroom attendant, Enterprise (> 1000 emp.)

**Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user.

**Validated Reviewer:** Validated through a business email account

**Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate.

**Reviewed Date:** December 05, 2024

**What do you like best about Verdantis Master Data Management Suite?**

easy to use and easy to navigate and use

**What do you dislike about Verdantis Master Data Management Suite?**

a bit tricky to get to the correct screen at first

**What problems is Verdantis Master Data Management Suite solving and how is that benefiting you?**

cleaning up data for stockroom

  ### 10. Keeps Procurement in Check

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Civil Engineering | Small-Business (50 or fewer emp.)

This reviewer's identity has been verified by our review moderation team. They have asked not to show their 
name, job title, or picture.


**Validated Reviewer:** Validated through a business email account

**Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate.

**Reviewed Date:** November 05, 2024

**What do you like best about Verdantis Master Data Management Suite?**

1. I like that the software can correct database issues at scale without human intervention so it's accurate

2. It has industry-specific understanding of processes and MRO parts + Suppliers - the software had a great understanding of the industry

**What do you dislike about Verdantis Master Data Management Suite?**

1. It takes up a bit of time to get the initial setup going

2. Even after a large-scale correction, some manual reviews are required to sanction the revised database

**What problems is Verdantis Master Data Management Suite solving and how is that benefiting you?**

Our master database was rotten and our team was making a lot of incorrect purchases due to the duplicate issue in our Items Master - This cleansing solution helps us address this problem



- [View Verdantis Master Data Management Suite pricing details and edition comparison](https://www.g2.com/products/verdantis-master-data-management-suite/reviews?section=pricing&secure%5Bexpires_at%5D=2026-09-20+15%3A31%3A49+-0500&secure%5Bsession_id%5D=e342bb49-7e84-4285-8891-d656cd8c796f&secure%5Btoken%5D=93d1b933869e6c1195332feccc836ab4b7d7863757691c2d724b7da05d6a5784&format=llm_user)

## Verdantis Master Data Management Suite Features
**Additional Functionality**
- Data Cleansing
- Data Extraction
- Third-Party Integrations
- Data Verification
- Information Governance
- Data Capture and Transfer
- AI Copilot
- Customizable Reports
- Data Migration
- Behavior Analytics
- Real-Time Reporting
- Interactive queries
- Audit Trail
- Multiple Data Sources
- Document Storage
- Access Controls/Permissions
- User Management
- AI/Machine Learning
- Master Data Management
- Task Scheduling
- Data Import/Export
- Monitoring
- Customer Database
- Audit Management
- Reporting/Analytics
- Data Visualization
- Collaboration Tools
- Workflow Management
- Full Text Search
- Compliance Management
- Generative AI
- Data Quality Control
- Data Connectors
- Automatic Backup
- Activity Tracking
- Activity Dashboard
- Data Security
- Data Analysis Tools
- Data Synchronization
- Metadata Management
- Dashboard Creation
- Visual Analytics
- Secure Data Storage
- Data Integration
- Database Support

**Administration**
- Data Modelling
- Recommendations
- Workflow Management
- Dashboards and Visualizations
- Configurable Workflow
- Rules-Based Workflow

**Management**
- Business Glossary
- Data Discovery
- Data Profililng
- Reporting and Visualization
- Data Lineage
- Data Visualization

**Management**
- Hierarchy Management
- Reference Data Management
- Data Lineage
- Metadata Management
- Real-Time Data
- Workflow Management
- Process Management
- Catalog Management
- Compliance Management
- Multi-Channel Management

**Compliance**
- Sensitive Data Compliance
- Training and Guidelines
- Policy Enforcement
- Compliance Monitoring
- Real-Time Monitoring

**Security**
- Access Control
- Roles Management
- Compliance Management
- Deletion Management
- Access Controls/Permissions
- User Management
- Process Management
- Audit Management
- Metadata Management

**Functionality **
- Multi-Domain
- Match & Merge
- Relationship Mapping
- User Interface
- Data Mapping

**Security**
- Data Governance
- Data Masking

**Data Quality**
- Data Preparation
- Data Distribution
- Data Unification

**Maintainence**
- Data Quality Management
- Policy Management
- Data Storage Management

**Additional Functionality**
- Reporting/Analytics
- Alerts/Notifications
- Multiple Data Sources
- Data Migration
- Third-Party Integrations
- Access Controls/Permissions
- Monitoring
- Data Quality Control
- Data Profiling
- Collaboration Tools
- AI Copilot
- Performance Metrics
- Role-Based Permissions
- Drag & Drop
- Data Connectors
- Audit Trail
- Data Verification
- Data Extraction
- Deduplication
- Visualization
- Data Capture and Transfer
- Data Import/Export
- API
- Generative AI
- Activity Tracking
- Data Visualization
- Activity Dashboard
- Version Control

**Functionality**
- Identification
- Correction
- Normalization
- Preventative Cleaning
- Data Matching
- Real-Time Data

**Generative AI**
- AI Text Generation
- AI Text Summarization
- Generative AI

**Management**
- Reporting
- Automation
- Quality Audits
- Dashboard
- Governance

**Agentic AI - Data Governance**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Decision Making
- Third-Party Integrations
- Active Directory Integration

**Additional Functionality**
- AI Copilot
- Reporting & Statistics
- Data Migration
- Archiving & Retention
- Data Capture and Transfer
- Audit Trail
- Data Synchronization
- Single Sign On
- Customizable Reports
- Data Profiling
- Authentication
- Role-Based Permissions
- Tagging
- Secure Data Storage
- Data Security
- HIPAA Compliant
- SSL Security
- Risk Assessment
- Data Mapping
- Search/Filter
- Self Service Portal
- Multiple Data Sources
- Document Storage
- API
- Activity Tracking
- Automatic Backup
- Visual Analytics

**Generative AI**
- AI Text Generation
- AI Text Summarization
- Generative AI

**Additional Functionality**
- Metadata Management
- Collaboration Tools
- Search/Filter
- Workflow Management
- AI Copilot
- Third-Party Integrations
- Data Synchronization
- Data Import/Export
- Customizable Rules
- Master Data Management
- Monitoring
- Data Transformation
- Multiple Data Sources
- Self Service Portal
- Customer Database
- Data Verification
- Data Migration
- Multi-Language
- Single Sign On
- Duplicate Detection
- Email Address Extraction
- Reporting/Analytics
- Data Profiling
- Data Extraction
- Data Mapping
- Address Validation
- Match & Merge
- Performance Metrics
- Visual Analytics
- Version Control
- API
- Data Capture and Transfer
- Access Controls/Permissions
- Compliance Management
- Data Discovery

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