Alternatives to Datactics
Compare Datactics alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Datactics in 2026. Compare features, ratings, user reviews, pricing, and more from Datactics competitors and alternatives in order to make an informed decision for your business.
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1
D&B Connect
Dun & Bradstreet
Realize the true potential of your first-party data. D&B Connect is a customizable, self-service master data management solution built to scale. Eliminate data silos across the organization and bring all your data together using the D&B Connect family of products. Benchmark, cleanse, and enrich your data using our database of hundreds of millions of records. The result is an interconnected, single source of truth that empowers your teams to make more confident business decisions. Drive growth and reduce risk with data you can trust. With a clean, complete data foundation, your sales and marketing teams can align territories with a full view of account relationships. Reduce internal conflict and confusion over incomplete or bad data. Strengthen segmentation and targeting. Increase personalization and the quality/quantity of marketing-sourced leads. Improve accuracy of reporting and ROI analysis. -
2
dbt
dbt Labs
dbt helps data teams transform raw data into trusted, analysis-ready datasets faster. With dbt, data analysts and data engineers can collaborate on version-controlled SQL models, enforce testing and documentation standards, lean on detailed metadata to troubleshoot and optimize pipelines, and deploy transformations reliably at scale. Built on modern software engineering best practices, dbt brings transparency and governance to every step of the data transformation workflow. Thousands of companies, from startups to Fortune 500 enterprises, rely on dbt to improve data quality and trust as well as drive efficiencies and reduce costs as they deliver AI-ready data across their organization. Whether you’re scaling data operations or just getting started, dbt empowers your team to move from raw data to actionable analytics with confidence. -
3
DataBuck
FirstEigen
DataBuck is an AI-powered data validation platform that automates risk detection across dynamic, high-volume, and evolving data environments. DataBuck empowers your teams to: ✅ Enhance trust in analytics and reports, ensuring they are built on accurate and reliable data. ✅ Reduce maintenance costs by minimizing manual intervention. ✅ Scale operations 10x faster compared to traditional tools, enabling seamless adaptability in ever-changing data ecosystems. By proactively addressing system risks and improving data accuracy, DataBuck ensures your decision-making is driven by dependable insights. Proudly recognized in Gartner’s 2024 Market Guide for #DataObservability, DataBuck goes beyond traditional observability practices with its AI/ML innovations to deliver autonomous Data Trustability—empowering you to lead with confidence in today’s data-driven world. -
4
MatchX
VE3 Global
MatchX is an AI-powered data quality and matching platform that cleans, connects, and governs your data — without the manual struggle. It finds and fixes duplicates, inconsistencies, missing fields, and mismatches across systems, even in complex, unstructured sources like scanned documents. The result? You get clean, connected, and trusted data — ready for AI, analytics, automation, and everyday business decisions. MatchX offers a comprehensive AI-enhanced data quality and matching solution that revolutionizes how companies manage their information assets. By integrating powerful data ingestion capabilities and intelligent schema mapping, MatchX structures and validates data from diverse sources, including APIs, databases, and documents. The platform’s self-learning AI models automatically detect and correct inconsistencies, duplicates, and anomalies, ensuring data integrity without intensive manual intervention. -
5
datuum.ai
Datuum
AI-powered data integration tool that helps streamline the process of customer data onboarding. It allows for easy and fast automated data integration from various sources without coding, reducing preparation time to just a few minutes. With Datuum, organizations can efficiently extract, ingest, transform, migrate, and establish a single source of truth for their data, while integrating it into their existing data storage. Datuum is a no-code product and can reduce up to 80% of the time spent on data-related tasks, freeing up time for organizations to focus on generating insights and improving the customer experience. With over 40 years of experience in data management and operations, we at Datuum have incorporated our expertise into the core of our product, addressing the key challenges faced by data engineers and managers and ensuring that the platform is user-friendly, even for non-technical specialists. -
6
DataMatch
Data Ladder
DataMatch Enterprise™ solution is a highly visual data cleansing application specifically designed to resolve customer and contact data quality issues. The platform leverages multiple proprietary and standard algorithms to identify phonetic, fuzzy, miskeyed, abbreviated, and domain-specific variations. Build scalable configurations for deduplication & record linkage, suppression, enhancement, extraction, and standardization of business and customer data and create a Single Source of Truth to maximize the impact of your data across the enterprise. -
7
Data Ladder
Data Ladder
Data Ladder is a data quality and cleansing company dedicated to helping you "get the most out of your data" through data matching, profiling, deduplication, and enrichment. We strive to keep things simple and understandable in our product offerings to give our customers the best solution and customer service at an excellent price. Our products are in use across the Fortune 500 and we are proud of our reputation of listening to our customers and rapidly improving our products. Our user-friendly, powerful software helps business users across industries manage data more effectively and drive their bottom line. Our data quality software suite, DataMatch Enterprise, was proven to find approximately 12% to 300% more matches than leading software companies IBM and SAS in 15 different studies. With over 10 years of R&D and counting, we are constantly improving our data quality software solutions. This ongoing dedication has led to more than 4000 installations worldwide. -
8
WinPure Clean & Match
WinPure
WinPure Clean & Match is WinPure’s award-winning data cleansing and data matching software suite, specially designed to increase the accuracy of business or consumer data. This software suite is ideal for cleaning, correcting and deduplicating mailing lists, databases, spreadsheets and CRMs. WinPure™ Clean & Match will help save your business time and money. * Increase the accuracy of virtually ANY list, spreadsheet, database, CRM, etc. * Locally installed Windows software so no need to worry about security as all processing is done on your own systems * Save hours of valuable time cleaning and removing duplicated records from your lists or databases using built-in sophisticated fuzzy and phonetic match algorithms. * Affordable licences available with World Class Support & Training. * Free Demo with Live Online Training available.Starting Price: $999 -
9
Match2Lists
Match2Lists
Match2Lists is the fastest, easiest and most accurate way to Match, Merge and De-duplicate your data. With Our Match2D&B option, you can enrich your data with Dun & Bradstreet information on-demand. In just minutes, you can cleanse your data of duplicates and blend raw data from different sources into powerful information. Our first objective is maximum match results for our customers. Prior to creating Match2Lists, we ran analytics and data visualisation companies and used most "fuzzy" matching software on the market. Unsatisfied by their low match results, we spent 10 years developing the most advanced data matching logic. Our second objective is time: enable our customers to spend less time matching and cleansing data and more time analysing and executing. So we implemented our advanced matching logic on the fast in-memory cloud computing architecture we could find, capable of matching 200 million records in 30 seconds.Starting Price: $95 per month -
10
Match Data Pro
Match Data Pro
Match Data Pro is an intelligent data quality management tool designed to unify, cleanse, profile, match, deduplicate, and merge records from multiple files, databases, and systems with speed and precision. It provides advanced AI-ready fuzzy matching and configurable rule-based logic that detects duplicates and inconsistencies across large datasets, helping you fix errors, standardize formats, and create reliable golden records without coding. It supports comprehensive data profiling with key metrics to uncover quality issues before processing, powerful data cleansing tools to normalize and standardize information, and address verification capabilities to improve accuracy. Match Data Pro includes Senzing AI entity resolution and customizable matching algorithms that handle slight variations in data, high-performance processing that scales to millions of records, and project job automation with scheduling, reusable rules, and API integrations.Starting Price: $27 per month -
11
Syniti Data Matching
Syniti
Build a more connected business, drive growth, and leverage new technologies at scale with Syniti’s data matching solutions. No matter the shape or source of your data, our matching software accurately matches, deduplicates, unifies, and harmonizes data using intelligent, proprietary algorithms. Through innovation in data quality, Syniti’s matching solutions move beyond the traditional boundaries and empower data-driven businesses. Accelerate data harmonization by 90% and experience a 75% reduction in the amount of time spent on de-duplication on your journey to SAP S/4HANA. Perform deduplication, matching, and lookup on billions of records in only 5 minutes with performance-ready processing and out-of-the-box-ready solutions that don't require already-clean data. AI, proprietary algorithms, and steep customization maximize matches across complex datasets and minimize false positives. -
12
Senzing
Senzing
Senzing® entity resolution API software provides the most advanced, affordable, and easy-to-use data matching and relationship detection capabilities available. With Senzing software, you can automatically resolve records into common entities in real time as new data is received. The complete view of all records related to every person or organization, across all of your internal and external data sources, can help you reduce costs and enable new revenue opportunities. Companies use Senzing entity resolution API to provide highly accurate views of people, organizations, and their relationships. You can deploy the Senzing entity resolution API on premises or in cloud-native deployments. Data remains in your ecosystem and never flows to Senzing. A free proof of concept can be completed in one day on AWS or on BareMetal. Senzing makes human-intelligent decisions without any pre-training or pre-tuning. -
13
LinkageWiz
LinkageWiz
Powerful Probabilistic Data Matching algorithms are used, using common identifiers such as name, date of birth, sex, address, SSN, business name and many others. Data can be imported from a wide range of desktop and corporate database systems. Data matching software will enable the detection of up to 99% or higher of all potential matches. For business this can represent considerable extra potential revenue or cost savings, increased fraud detection and, for medical research can mean the difference between a successful research project and one that failed to report any significant findings. LinkageWiz is fast, user friendly and represents outstanding value as it bundles many of the features provided by many other separate products into a single stand-alone package.Starting Price: $199 one-time payment -
14
DataGroomr
DataGroomr
Deduplicate Salesforce the Easy Way. DataGroomr leverages Machine Learning to detect duplicate Salesforce records automatically. Duplicate records are loaded into a queue for users to compare records side-by-side, select which values to retain, append new values and merge. DataGroomr has everything you need to find, merge and get rid of dupes for good. No need to set up complex rules, DataGroomr's Machine Learning algorithms do the work for you. Conveniently merge duplicate records as-you-go or merge en masse, all directly from within the app. Select field values for master record or use inline editing to define new values as you deduplicate. Don't want to review org-wide duplicates? Define your own dataset by region, industry or any Salesforce field. Leverage the import wizard to deduplicate, merge and append records while importing to Salesforce. Set up automated duplication reports and mass merge tasks at a frequency that fits your schedule.Starting Price: $99 per user per year -
15
Narrative
Narrative
Create new streams of revenue using the data you already collect with your own branded data shop. Narrative is focused on the fundamental principles that make buying and selling data easier, safer, and more strategic. Ensure that the data you access meets your standards, whatever they may be. Know exactly who you’re working with and how the data was collected. Easily access new supply and demand for a more agile and accessible data strategy. Own your data strategy entirely with end-to-end control of inputs and outputs. Our platform simplifies and automates the most time- and labor-intensive aspects of data acquisition, so you can access new data sources in days, not months. With filters, budget controls, and automatic deduplication, you’ll only ever pay for the data you need, and nothing that you don’t.Starting Price: $0 -
16
DemandTools
Validity
The #1 global data quality tool thousands of Salesforce administrators trust. Improve overall productivity in managing large data sets. Identify and deduplicate data within any database table. Perform multi-table mass manipulation and standardization of Salesforce objects. Bolster Lead conversion with a robust, customizable toolset. With its feature-rich data quality toolset, you can use DemandTools to cleanse, standardize, compare records, and more. With Validity Connect, you will have access to the EmailConnect module to verify email addresses on Contacts and Leads in bulk. Manage all aspects of your data in bulk with repeatable processes instead of record by record or need by need. Dedupe, standardize, and assign records automatically as they come in from spreadsheets, end user entry, and integrations. Get clean data to improve the performance of sales, marketing, and support, as well as the revenue and retention they generate. -
17
Egon
Ware Place
Address quality software and geocoding. Validate, deduplicate and maintain accurate and deliverable address data. The data quality demonstrates the accuracy and completeness with which certain data represent the effective entity they refer to. Working for postal address verification and data quality means verifying, optimising and integrating the data in any address database so that it is reliable and functional to the purpose it was created for. In transports such as shipments, in data entry such as geomarketing, and in statistics such as mapping: there are numbers of sectors and operations which are based on the use of postal addresses. Quality archives and databases guarantee considerable economic and logistics savings for enterprise whose key to success is based on operations tuning. This is an added value which should not be underestimated to make work easier and more efficient. Egon is a data quality system online available directly by the web. -
18
Firstlogic
Firstlogic
Validate and verify your address data by checking them against official Postal Authority databases. Increase delivery rates, minimize returned mail and realize postal discounts. Connect address datasources to our enterprise-class cleansing transforms. Then, you'll be ready to validate and verify your address data. Increase delivery rates, minimize returned mail and realize postal discounts. Identify individual data elements within your address data and break them out into their component parts. Eliminate common spelling mistakes & format address data to comply with industry standards & improve mail delivery. Confirm an address’s existence against the official USPS address database. Check whether the address is residential or business and if the address is deliverable using USPS Delivery Point Validation (DPV). Merge validated data back to multiple disparate data sources or produce customized output files to use in your organization's workflow. -
19
LeadAngel
LeadAngel
LeadAngel smart-matches incoming leads with existing accounts and distributes leads among your sales team using the most powerful & flexible lead routing and lead matching algorithm available. We as a team helps your business to drive sales with the automated lead management. The application offers data standardization, fuzzy matching, lead segmentation, Contact Routing and Account Routing and lead to account matching in a user-friendly interface with smart drag or drop options. The solutions are built with API's to help you leverage everything our platform has to offer. Eliminating duplicate leads, merge with existing contacts, and removing redundant accounts with LeadAngel’s powerful data cleanup engine and track the entire procedure with LeadAngel's reporting where each and every step is visible. Further optimize your sales funnel with tools such as auto conversion of leads into contacts if a matching account is found. -
20
Plauti
Plauti
A complete data management platform native to Salesforce and Microsoft Dynamics. Verify, deduplicate, and unify siloed data. Execute smart single-click actions and intelligently assign any record, all within your CRM. Plauti is a Salesforce-native data management platform designed to ensure your customer data is accurate, complete, and actionable. It offers a seamless integration with Salesforce to verify, deduplicate, manipulate, and assign records automatically, empowering your teams to make faster, smarter decisions. Plauti’s end-to-end data orchestration ensures that your records are validated and routed correctly, enabling businesses to trust their CRM data at every stage of the record’s lifecycle. With Plauti, you can automate processes, maintain data integrity, and deliver better results without relying on external tools. -
21
StarDQ
Starcom Information Technology
A powerful, real time enterprise solution for Cleansing, De-duping, and enriching the data. By integrating StarDQ Data Validation Solution, organizations can cleanse, match and unify data across multiple data sources and data domains, to create a strategic, trustworthy, valuable asset that enhances decision making power, reduce expenses and ensure seamless customer interaction. StarDQ Self-Service Data Quality Empowers business users to quickly prepare data sets with a visual, interactive interface that is designed for ease of use and suggests one-click fixes for inaccurate, incomplete, and duplicate data. Give business users, data stewards, and IT business analysts quick access to a set of easy-to-use data integration, Reusable Cleansing & De-duplication rules to improve the value of data efficiently. -
22
Experian Data Quality
Experian
Experian Data Quality is a recognized industry leader of data quality and data quality management solutions. Our comprehensive solutions validate, standardize, enrich, profile, and monitor your customer data so that it is fit for purpose. With flexible SaaS and on-premise deployment models, our software is customizable to every environment and any vision. Keep address data up to date and maintain the integrity of contact information over time with real-time address verification solutions. Analyze, transform, and control your data using comprehensive data quality management solutions - develop data processing rules that are unique to your business. Improve mobile/SMS marketing efforts and connect with customers using phone validation tools from Experian Data Quality. -
23
RecordMatch.io
RecordMatch.io
RecordMatch.io is a cloud-based record matching and deduplication platform that helps organizations clean, consolidate, and reconcile customer or entity data by identifying and resolving duplicate and inconsistent records quickly and accurately. Users can upload single or multiple source files, and the software applies a proprietary matching algorithm and best-practice logic to detect matching records, merge them, and generate a unified “golden record” with a unique identifier that captures all available information for each entity. It delivers results in minutes through a web app where users stay in control of uploads, matching logic, and consolidated outputs, and it includes a Logic Manager that exposes the matching rules used and allows customization to fit specific data sets. RecordMatch.io is 100% SaaS with no software installation or hardware scaling to manage, and it emphasizes fast processing.Starting Price: $25 per month -
24
Cloudingo
Symphonic Source
From deduping to importing and even migrating data, Cloudingo makes it super easy to manage your customer data. Salesforce is great for managing customers. But it misses the mark when it comes to data quality. Customer data that doesn’t make sense, duplicate records, reports that are a little… off. Sound familiar? Merging dupes one-by-one, native solutions, custom code, and spreadsheets can only go so far. You shouldn’t have to think twice about the quality of your customer data. Or spend lots of time cleaning and managing Salesforce. You’ve spent too long risking relationships, losing opportunities, and dealing with clutter. It’s time to fix it. Imagine a tool, just one, that turns your dirty, confusing, unreliable Salesforce data into an efficient, lead-nurturing, sales-producing machine.Starting Price: $1096 per year -
25
OpenRefine
OpenRefine
OpenRefine (previously Google Refine) is a powerful tool for working with messy data: cleaning it; transforming it from one format into another; and extending it with web services and external data. OpenRefine always keeps your data private on your own computer until you want to share or collaborate. Your private data never leaves your computer unless you want it to. (It works by running a small server on your computer and you use your web browser to interact with it). OpenRefine can help you explore large data sets with ease. You can find out more about this functionality by watching the video below. OpenRefine can be used to link and extend your dataset with various webservices. Some services also allow OpenRefine to upload your cleaned data to a central database, such as Wikidata.. A growing list of extensions and plugins is available on the wiki. -
26
exorbyte
exorbyte
Growing amounts of data, digital transformation and increasing compliance requirements call for intelligent technologies for the efficient use of all existing data. exorbyte offers you tailor-made Search & Match solutions that make all data available to humans and machines at lightning speed. Regardless of the structure, language, format and quality of the data. The master data search enables comprehensive, fuzzy searches in real time and millions of data records with just one search field. Error-tolerant, flexible across all fields, fully adjustable. The master data comparison offers the possibility of comparing whole or parts of data records with the master data. Without restrictions, regardless of errors, across databases. The master data recognition extracts identities from documents, letters or faxes and compares them with reference data. Fuzzy data matching and intelligent data extraction. -
27
Aggua
Aggua
Aggua is a data fabric augmented AI platform that enables data and business teams Access to their data, creating Trust and giving practical Data Insights, for a more holistic, data-centric decision-making. Instead of wondering what is going on underneath the hood of your organization's data stack, become immediately informed with a few clicks. Get access to data cost insights, data lineage and documentation without needing to take time out of your data engineer's workday. Instead of spending a lot of time tracing what a data type change will break in your data pipelines, tables and infrastructure, with automated lineage, your data architects and engineers can spend less time manually going through logs and DAGs and more time actually making the changes to infrastructure. -
28
Dedupely
Dedupely
Dedupely is a CRM deduplication product that helps companies maintain clean and accurate customer data by identifying and merging duplicate records across contacts, companies, deals, and custom objects in systems like HubSpot, Salesforce, and Pipedrive with real-time scanning and customizable merge rules ensuring you keep the right information. It continuously scans your CRM, automates deduplication, lets you merge duplicates in bulk or individually, and provides advanced matching criteria and filters so you can refine searches based on exact, similar, or fuzzy data criteria. Dedupely integrates seamlessly with your CRM, supports unlimited users and integrations, and works in the background to detect duplicates as they appear while giving you full control over what gets merged. You can define detailed merge rules, view comprehensive duplicate groups at once, and maintain audit logs of changes for transparency.Starting Price: Free -
29
DQE One
DQE
Customer data is omnipresent in our lives, cell phones, social media, IoT, CRM, ERP, marketing, the works. The data companies capture is overwhelming. But often under-leveraged, incomplete or even totally incorrect. Uncontrolled and low-quality data can disorganize any company, risking major opportunities for growth. Customer data needs to be the point of synergy of all a company’s processes. It is absolutely critical to guarantee the data is reliable and accessible to all, at all times. The DQE One solution is for all departments leveraging customer data. Providing high-quality data ensures confidence in every decision. In the company's databases, contact information from multiple sources pile up. With data entry errors, incorrect contact information, or gaps in information, the customer database must be qualified and then maintained throughout the data life cycle so it can be used as a reliable repository. -
30
Flowcore
Flowcore
The Flowcore platform provides you with event streaming and event sourcing in a single, easy-to-use service. Data flow and replayable storage, designed for developers at data-driven startups and enterprises that aim to stay at the forefront of innovation and growth. All your data operations are efficiently persisted, ensuring no valuable data is ever lost. Immediate transformations and reclassifications of your data, loading it seamlessly to any required destination. Break free from rigid data structures. Flowcore's scalable architecture adapts to your growth, handling increasing volumes of data with ease. By simplifying and streamlining backend data processes, your engineering teams can focus on what they do best, creating innovative products. Integrate AI technologies more effectively, enriching your products with smart, data-driven solutions. Flowcore is built with developers in mind, but its benefits extend beyond the dev team.Starting Price: $10/month -
31
Duplicate Search and Merge
Mirketa
Duplicate Search and Merge is a native deduplication application built for Salesforce. It is an easy to use deduplication tool which cleanses the duplicate records using a simple yet powerful 5 step wizard-based approach to search duplicates on standard and custom objects.Starting Price: $99 -
32
Innodata
Innodata
We Make Data for the World's Most Valuable Companies Innodata solves your toughest data engineering challenges using artificial intelligence and human expertise. Innodata provides the services and solutions you need to harness digital data at scale and drive digital disruption in your industry. We securely and efficiently collect & label your most complex and sensitive data, delivering near-100% accurate ground truth for AI and ML models. Our easy-to-use API ingests your unstructured data (such as contracts and medical records) and generates normalized, schema-compliant structured XML for your downstream applications and analytics. We ensure that your mission-critical databases are accurate and always up-to-date. -
33
DBIntegrate
Transoft
The latest version of DBIntegrate is now available for download; V.3.0.3.7. This release includes enhancements to CDC, and new features for data de-duplication to help make it easier for users to identify matches. CDC can now also write to a flat-text file on disconnection from the message queue, this file is then read back in to the message queue when it is next available prior to any new messages, this ensures that messages are still sent to the target data source in sequence. The Flat-text file option can also be used as the default CDC option, such as to allow overnight batch file imports into another system. A log loader mechanism is installed alongside this latest release which enables the files to be loaded via the command line utility. DBIntegrate can now write de-duplication merge scores to the DBI_WORK temporary tables. The record that is the master record can also be displayed under a DBI_RecordMerged column. -
34
Kalinda
Kalinda
Legislative controls over what information can be shared and under what circumstances. Data matching and discovery to accelerate information sharing between agencies regarding investigations into specific cases. The heart of the Kalinda system is a powerful machine-learning based algorithm to match person records between multiple agencies based on personal characteristics (such as name, date of birth, etc) and the characteristics of related people. In-depth investigations often require the ability to explore relationships between people or with locations when there is only partial information available. Kalinda is able to answer partial-match queries over person, location and relationship information. Kalinda offers extended algorithms to search for records that are similar to the matched records based on probabilistic record matching. -
35
WinPure MDM
WinPure
WinPure™ MDM is a master data management solution that aligns with your business to achieve a single view of your data with functions and features to help you manage your data. The features are ala-carte from all of the clean & match enterprise edition, repurposed specifically for simple web based data prep, and MDM operations. Data in dozens of different formats, dozens of simple and powerful ways to clean, standardize and to transform data. Industry leading data matching and error-tolerant technologies. Simple and configurable survivorship technology. General benefits include lower cost and faster time to market. Simple to use, minimal training and minimal implementation. Better business outcomes, faster MDM or systems deployment. Faster and more accurate batch loads, simple and accessible data prep tools. Flexible and effective interconnectivity with other internal and external database and systems via API. Faster time to synergies for M&A. -
36
Decube
Decube
Decube is a data management platform that helps organizations manage their data observability, data catalog, and data governance needs. It provides end-to-end visibility into data and ensures its accuracy, consistency, and trustworthiness. Decube's platform includes data observability, a data catalog, and data governance components that work together to provide a comprehensive solution. The data observability tools enable real-time monitoring and detection of data incidents, while the data catalog provides a centralized repository for data assets, making it easier to manage and govern data usage and access. The data governance tools provide robust access controls, audit reports, and data lineage tracking to demonstrate compliance with regulatory requirements. Decube's platform is customizable and scalable, making it easy for organizations to tailor it to meet their specific data management needs and manage data across different systems, data sources, and departments. -
37
DQOps
DQOps
DQOps is an open-source data quality platform designed for data quality and data engineering teams that makes data quality visible to business sponsors. The platform provides an efficient user interface to quickly add data sources, configure data quality checks, and manage issues. DQOps comes with over 150 built-in data quality checks, but you can also design custom checks to detect any business-relevant data quality issues. The platform supports incremental data quality monitoring to support analyzing data quality of very big tables. Track data quality KPI scores using our built-in or custom dashboards to show progress in improving data quality to business sponsors. DQOps is DevOps-friendly, allowing you to define data quality definitions in YAML files stored in Git, run data quality checks directly from your data pipelines, or automate any action with a Python Client. DQOps works locally or as a SaaS platform.Starting Price: $499 per month -
38
Mozart Data
Mozart Data
Mozart Data is the all-in-one modern data platform that makes it easy to consolidate, organize, and analyze data. Start making data-driven decisions by setting up a modern data stack in an hour - no engineering required. -
39
IBM Databand
IBM
Monitor your data health and pipeline performance. Gain unified visibility for pipelines running on cloud-native tools like Apache Airflow, Apache Spark, Snowflake, BigQuery, and Kubernetes. An observability platform purpose built for Data Engineers. Data engineering is only getting more challenging as demands from business stakeholders grow. Databand can help you catch up. More pipelines, more complexity. Data engineers are working with more complex infrastructure than ever and pushing higher speeds of release. It’s harder to understand why a process has failed, why it’s running late, and how changes affect the quality of data outputs. Data consumers are frustrated with inconsistent results, model performance, and delays in data delivery. Not knowing exactly what data is being delivered, or precisely where failures are coming from, leads to persistent lack of trust. Pipeline logs, errors, and data quality metrics are captured and stored in independent, isolated systems. -
40
Sifflet
Sifflet
Automatically cover thousands of tables with ML-based anomaly detection and 50+ custom metrics. Comprehensive data and metadata monitoring. Exhaustive mapping of all dependencies between assets, from ingestion to BI. Enhanced productivity and collaboration between data engineers and data consumers. Sifflet seamlessly integrates into your data sources and preferred tools and can run on AWS, Google Cloud Platform, and Microsoft Azure. Keep an eye on the health of your data and alert the team when quality criteria aren’t met. Set up in a few clicks the fundamental coverage of all your tables. Configure the frequency of runs, their criticality, and even customized notifications at the same time. Leverage ML-based rules to detect any anomaly in your data. No need for an initial configuration. A unique model for each rule learns from historical data and from user feedback. Complement the automated rules with a library of 50+ templates that can be applied to any asset. -
41
Data Cleansing & Matching
Data Cleansing & Matching
This Matching software contains a matching engine that can transform, standardize your data, remove, compare two projects and match records from marketing lists and databases. Our data matching software is built with the most up-to-date technologies. Test our data scrubbing tools or use our data matching software today. Insert new record and update the main database and get statistics. Insert new record and update the main database only. Insert a new record into the main database and get statistics. Update the main database with matching information and get statistics. Remove match from the main database and get statistics.Starting Price: $99.95 one-time payment -
42
QDeFuZZiner
QDeFuZZiner
Project is basic entity in QDeFuZZiner software. Each project contains definition of two source datasets to be imported and analyzed (so-called "left dataset" and "right dataset"), as well as variable number of corresponding solutions, which are stored definitions of how to perform fuzzy match analysis. On creation, each project is assigned unique project tag. During raw data importing to server, corresponding input tables get that tag appended in their name. This way, imported tables are always tagged by the project name, which ensures their uniqueness. During importing and also later on, during solutions creation and execution, QDeFuZZiner is creating various indexes on the underlying PostgreSQL database, which facilitate fuzzy data matching. Datasets are imported from source spreadsheet (.xlsx, .xls, .ods) or CSV (comma separated values) flat files to server database, where corresponding left and right database tables are then created, indexed and processed. -
43
matchit
360Science
The foundation of our matching software, matchit® is designed specifically to deliver results that mirror human-like perception, at scale and without preprocessing. Using Artificial Intelligence, a proprietary phonetic algorithm, lexicons, and a contextual scoring engine, matchit defeats the errors, inconsistencies, and challenges commonly found in contact and business data. Conventional matching solutions require a user to define matching logic, which is a combination of functions and off-the-shelf fuzzy algorithms, used to produce an alphanumeric value. This alphanumeric value, or ‘match key’, forms the basis for comparing two records together and ultimately finding matches. Unlike conventional matching solutions, matchit doesn’t rely on a single comparison between match keys to find a match. Instead, matchit evaluates records contextually, running a variety of comparisons and scoring them individually to grade similarity between all the relevant elements that make up your data. -
44
Atempo
Atempo
What if there was a solution that protected all your data – systems, applications and files in one complete solution? Back up to disk, tape, and deduplicated storage all working together from one central interface. Save time, save money and take back control. Speed is of the essence when data has been attacked or a machine breaks down. Businesses can’t wait days to return to full production capacity. Choosing the right disaster recovery solution is the key to success. Atempo knows exactly where the data is located whether on disk, deduplicated storage or tape so you don’t need to search through data sets or backup jobs. Simply use the search feature and let user interfaces present you with the choice. Disk, VTL, optical disk, tape, or any combination of these, can be based on one or more storage technology. Because backup must respect both budget and performance, Atempo offers a broad storage compatibility list with deep integration guaranteeing optimal performance. -
45
Dell EMC Avamar
Dell
Dell EMC Avamar enables fast, efficient backup and recovery through its integrated variable-length deduplication technology. Avamar is optimized for fast, daily full backups of physical and virtual environments, NAS servers, enterprise applications, remote offices and desktops/laptops. Avamar is available as a virtual edition or as a component of Dell EMC Data Protection Suite, which offers you a complete suite of data protection software options. Backup and recovery optimized for virtual environments. Enables application-consistent recovery of enterprise applications. Uses variable-length deduplication for high performance and lower cost. Provides intuitive centralized management and encryption for data security. Dell Technologies On Demand delivers the industry's broadest end-to-end portfolio of consumption-based and as-a-service solutions ideally suited for the way on-premises infrastructure and services are consumed in the on-demand economy. -
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Golden Record
Golden Record
Businesses keep a lot of data stored in different systems and applications, across different departments: CRMs, marketing automation platforms, POS systems, electronic product catalogs, event ticket systems, and so much more. Golden Record is data matching software designed to link business data together across any and all of these systems, dedupe and match records, and keep them synced in real time. You can export records from all your systems into spreadsheets and CSV files, chew up a ton of time manually comparing fields, create new corrected CSVs, and import them back into all your systems. You can work with a data expert to analyze your needs and databases and write a custom application that ties it all together. You can purchase and spend months configuring expensive data movement software to connect your existing systems. -
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Creactives
Creactives
Creactives data assistants support requisitioners that are procurement’s internal clients by understanding their purchasing needs as described in their own natural language. Matcher and MG Prompt facilitate easy requisitioner discovery of the item(s) they need within existing master data or catalogs. If there are no matches, they properly categorize the new requisition. This helps procurement optimize processes and PO flows by minimizing incorrect categorizations that would otherwise lead to wasted time and money. Optimization of the purchasing process is impossible without a detailed understanding of current consumption patterns. TSV enables complex firms to analyze their consumption model automatically using a powerful spend analysis tool. Creactives software introduces ‘human-like reasoning to help you better understand your material master data. Creatives’ Product Master Data Suite is perfectly designed to manage material master data. -
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Data8
Data8
Data8 offers a comprehensive suite of cloud-based data quality solutions designed to ensure your data is clean, accurate, and up-to-date. Our services encompass data validation, cleansing, migration, and monitoring, tailored to meet specific business needs. Data validation services include real-time verification tools for address autocomplete, postcode lookup, bank account validation, email verification, name and phone validation, and business insights, all aimed at capturing accurate customer data at the point of entry. Data8 helps improve B2B and B2C databases by offering appending and enhancement services, email and phone validation, data suppression for goneaways and deceased individuals, deduplication and merge services, PAF cleansing, and preference services. Data8 is an automated deduplication solution compatible with Microsoft Dynamics 365, designed to dedupe, merge, and standardize multiple records efficiently.Starting Price: $0.053 per lookup -
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NetOwl NameMatcher
NetOwl
NetOwl NameMatcher, the winner of the MITRE Multicultural Name Matching Challenge, offers the most accurate, fast, and scalable name matching available. Using a revolutionary machine learning-based approach, NetOwl addresses complex fuzzy name matching challenges. Traditional name matching approaches, such as Soundex, edit distance, and rule-based methods, suffer from both precision (false positives) and recall (false negative) problems in addressing the variety of fuzzy name matching challenges discussed above. NetOwl applies an empirically driven, machine learning-based probabilistic approach to name matching challenges. It derives intelligent, probabilistic name matching rules automatically from large-scale, real-world, multi-ethnicity name variant data. NetOwl utilizes different matching models optimized for each of the entity types (e.g., person, organization, place) In addition, NetOwl performs automatic name ethnicity detection as well. -
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Dell EMC PowerProtect Data Manager
Dell Technologies
Protect data and deliver governance control for modern cloud workloads across your evolving physical, virtual and cloud environments. Address ever-changing growth and IT complexity by leveraging Dell EMC’s software defined data protection platform. PowerProtect Data Manager delivers next generation data protection that enables faster IT transformation, while giving you the assurance that you can easily safeguard and quickly unlock your data’s value. Dell EMC PowerProtect Data Manager provides software defined data protection, automated discovery, deduplication, operational agility, self-service and IT governance for physical, virtual and cloud environments. PowerProtect Data Manager offers efficient data protection capabilities leveraging the latest evolution of Dell EMC trusted protection storage architecture.
