Alternatives to Data Ladder

Big Data Quality must always be verified to ensure that data is safe, accurate, and complete. Data is moved through multiple IT platforms or stored in Data Lakes. The Big Data Challenge: Data often loses its trustworthiness because of (i) Undiscovered errors in incoming data (iii). Multiple data sources that get out-of-synchrony over time (iii). Structural changes to data in downstream processes not expected downstream and (iv) multiple IT platforms (Hadoop DW, Cloud). Unexpected errors can occur when data moves between systems, such as from a Data Warehouse to a Hadoop environment, NoSQL database, or the Cloud. Data can change unexpectedly due to poor processes, ad-hoc data policies, poor data storage and control, and lack of control over certain data sources (e.g., external providers). DataBuck is an autonomous, self-learning, Big Data Quality validation tool and Data Matching tool.

It shouldn't take long to analyze data from your business solutions. Zuar Runner allows you to automate your ELT/ETL processes, and have data flow from hundreds of sources into one destination. Zuar Runner can manage everything: transport, warehouse, transformation, model, reporting, and monitoring. Our experts will make sure your deployment goes smoothly and quickly.

Your first-party data can be used to unlock its full potential. D&B Connect is a self-service, customizable master data management solution that can scale. D&B Connect's family of products can help you eliminate data silos and bring all your data together. Our database contains hundreds of millions records that can be used to enrich, cleanse, and benchmark your data. This creates a single, interconnected source of truth that empowers teams to make better business decisions. With data you can trust, you can drive growth and lower risk. Your sales and marketing teams will be able to align territories with a complete view of account relationships if they have a solid data foundation. Reduce internal conflict and confusion caused by incomplete or poor data. Segmentation and targeting should be strengthened. Personalization and quality of marketing-sourced leads can be improved. Increase accuracy in reporting and ROI analysis.

It is important to communicate with a lead or customer effectively. Name Validation is a 40-step process that helps your business eliminate inaccurate and bogus names. It also prevents embarrassing personalization errors from being sent out to customers and prospects. It's important to get the names of your customers and prospects right. Accurate names can be crucial for effective personalization, and are also a good indicator of fraudulent or bogus submissions to web forms. Name Validation verifies both first and last name using a global database with more than 1.4 millions first names and 2.75 millions last names. It corrects common mistakes and flags garbage before it enters into your database. Our real-time service for name validation and verification corrects and tests against a proprietary consumer database that contains millions of names to determine an overall score. This score can be used by your business to block or deny bogus submissions.

The early bird gets the sale. Filter, match and route leads to the right salesperson instantaneously. Close more deals. LeadAngel is a B2B Lead Management platform, including Lead to Account Matching and Routing. Fast, Reliable, and Customizable Operations works with Salesforce CRM and others. APIs available to route and match leads. LeadAngel helps businesses, organizations, and enterprises to improve sales process to close more deals, faster. The software offers lead routing, lead matching, fuzzy matching, lead deduplication, account based marketing strategies and detailed reporting. Matching is very customizable and extremely fast. Our system can identify matching companies in dozens of ways. You can further optimize your sales funnel by using tools like auto-conversion of leads to contacts if you find a matching account.

Datuum is an AI-powered data integration tool that offers a unique solution for organizations looking to streamline their data integration process. With our pre-trained AI engine, Datuum simplifies customer data onboarding by allowing for automated integration from various sources without coding. This reduces data preparation time and helps establish resilient connectors, ultimately freeing up time for organizations to focus on generating insights and improving the customer experience. At Datuum, we have over 40 years of experience in data management and operations, and we've incorporated our expertise into the core of our product. Our platform is designed to address the critical challenges faced by data engineers and managers while being accessible and user-friendly for non-technical specialists. By reducing up to 80% of the time typically spent on data-related tasks, Datuum can help organizations optimize their data management processes and achieve more efficient outcomes.

Syniti's data match solutions will help you build a more connected company, drive growth, or leverage new technologies at scale. No matter what data source or shape, our matching software matches, unifies, unifies and harmonizes data using proprietary algorithms. Syniti's matching software is innovative in data quality and empowers data-driven businesses. You will be able to accelerate data harmonization by 90%, and save 75% on de-duplication during your journey to SAP S/4HANA. With performance-ready processing and ready-to-go solutions that don’t require clean data, you can perform deduplication, matching, or lookup on billions upon billions of records in just 5 minutes. AI, proprietary algorithms, steep customization, and high-quality matches maximize matches across complex datasets, and minimize false positives.

Drag-and-drop rules studio allows you to profile, clean, match, and deduplicate data. Lo-code UI is a user interface that requires no programming skills. This puts power in the hands subject matter experts. You can add AI and machine learning to your existing data management process to reduce manual effort, increase accuracy, and provide full transparency on machine-led decisions. Our self-service solutions offer award-winning data quality, matching capabilities across multiple industries and are quickly configured with specialist assistance from Datactics data engineers. Datactics makes it easy to measure data against industry and regulatory standards, fix breaches in bulk, and push into reporting tools. Chief Risk Officers have full visibility and audit trails. Datactics can be used to augment data matching with Legal Entity Masters to manage client lifecycle management.

DataMatch Enterprise™, a highly visual data cleansing tool, is specifically designed to address customer and contact data quality problems. The platform uses a variety of proprietary and standard algorithms to identify phonetic and domain-specific variations. You can create scalable configurations that allow for deduplication, record linkage, suppression enhancement, extraction, standardization, standardization, and standardization of customer and business data. This will maximize the impact of your data throughout the enterprise.

Our multidomain, market-leading solution supports any master domain, implementation style, or use case. It can be used in the cloud or on premises. Integrates best-in class data integration, data quality management and data privacy. Trusted views of master data that are critical to business operations allow you to tackle complex issues head-on. Automatedly link master, transaction, or interaction data relationships across master domains. Contact data verification, B2B enrichment and B2C enrichment services increase data accuracy. With one click, update multiple master data records, dynamic models, and collaborative workflows. AI-powered match tuning, rule recommendations and optimization can reduce maintenance costs and speed up deployment. Use pre-configured, highly granular charts or dashboards to increase productivity. With trusted, relevant data, you can create high-quality data that will help you improve your business results.

Trusted by thousands of Salesforce administrators, the #1 global data quality tool. Increase productivity when managing large data sets. Identify duplicate data in any database table and remove them. Multi-table mass manipulation and standardization for Salesforce objects. A robust, customizable tool set can boost lead conversion. DemandTools' feature-rich data quality toolset allows you to clean, standardize, compare, and much more with DemandTools. Validity Connect gives you access to the EmailConnect module, which allows you to verify bulk email addresses on Contacts or Leads.

Clean & Match, WinPure's award winning data cleansing and data matching software suite is designed to improve the accuracy of consumer or business data. This software suite can be used to clean, correct, and deduplicate mailing lists, spreadsheets, CRMs, and databases. WinPure™, Clean & Match will save your business money and time. * Increase accuracy of any list, spreadsheet, database, CRM, etc. * Windows software is locally installed so you don't have to worry about security. All processing takes place on your own systems. * Use built-in phonetic and fuzzy match algorithms to save hours cleaning duplicate records from your databases or lists. * Low-cost licences with World Class Support & Training. * Free Demo with Live Online Training Available

High-volume, disconnected data can be quickly transformed into actionable business insights using scalable enterprise data quality. Trillium Quality, a flexible, powerful data quality tool, supports your rapidly changing business requirements, data sources, and enterprise infrastructures, including big data and cloud. Its data cleansing features and standardization capabilities automatically understand global data such as customer, product, and financial data in any context. Pre-formatting and preprocessing are unnecessary. Trillium Quality services can be deployed on-premises or remotely in real time, in batch or in the cloud. They use the same rules and standards across a wide range of applications and systems. Open APIs allow you to seamlessly connect to third-party and custom applications while centrally managing and controlling data quality services.

Verodat, a SaaS-platform, gathers, prepares and enriches your business data, then connects it to AI Analytics tools. For results you can trust. Verodat automates data cleansing & consolidates data into a clean, trustworthy data layer to feed downstream reporting. Manages data requests for suppliers. Monitors data workflows to identify bottlenecks and resolve issues. The audit trail is generated to prove quality assurance for each data row. Validation & governance can be customized to your organization. Data preparation time is reduced by 60% allowing analysts to focus more on insights. The central KPI Dashboard provides key metrics about your data pipeline. This allows you to identify bottlenecks and resolve issues, as well as improve performance. The flexible rules engine allows you to create validation and testing that suits your organization's requirements. It's easy to integrate your existing tools with the out-of-the box connections to Snowflake and Azure.

OpenRefine (previously Google Refine), is a powerful tool to work with messy data. It can clean it, transform it into another format, and extend it with web services or external data. OpenRefine keeps your data secure on your computer until you share it or collaborate with others. Unless you wish it to, your private data will never leave your computer. It works by installing a small server on your computer. You then use your web browser for interaction with it. OpenRefine allows you to explore large data sets easily. Watch the video below to learn more about this functionality. OpenRefine can link and extend your data with many webservices. OpenRefine can also upload your cleaned data to Wikidata.

Experian Data Quality is a leader in data quality and data management solutions. Our comprehensive solutions can validate, standardize and enrich customer data. We also profile and monitor it to ensure that it is suitable for purpose. Our software can be customized to any environment and any vision with flexible SaaS or on-premise deployment models. Real-time address verification solutions allow you to keep your address data current and preserve the integrity of your contact information. Comprehensive data quality management solutions allow you to analyze, transform, and manage your data. You can even create data processing rules specific to your business. Experian Data Quality's phone validation tools can help you improve your mobile/SMS marketing efforts.

An enterprise solution that is powerful and real-time for cleaning, de-duping, enriching and enriching data. StarDQ Data Validation Solutions integrates with organizations to cleanse, match, and unify data across multiple data domains and sources. This creates a strategic, trustworthy and valuable asset that improves decision making, reduces expenses, and ensures seamless customer interaction. StarDQ Self Service Data Quality empowers business users to quickly prepare and match data sets using a visual interface. It also offers one-click fixes for duplicate, incomplete, or inaccurate data. Provide quick access to data integration, reusable cleaning & de-duplication rules for business users, data stewards, IT business analysts, and other business users.

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 about people, organizations and their relationships in real time as new data is received. The highly accurate and complete views Senzing software delivers allow you to reduce costs and enable new revenue opportunities. Senzing provides a set of libraries that that can be deployed on premises or in the cloud, in a variety of ways, depending on your architecture and environment requirements. Data remains in your ecosystem and never flows to Senzing, Inc. Minimal data preparation is required when and no tuning, training or entity resolution experts are needed. A free proof of concept can be completed in about six hours on AWS or bare metal. You can try the Senzing API on up to 100K records for free.

With your own data shop, create new revenue streams from the data you already have. Narrative focuses on the fundamental principles that make buying or selling data simpler, safer, and more strategic. You must ensure that the data you have access to meets your standards. It is important to know who and how the data was collected. Access new supply and demand easily for a more agile, accessible data strategy. You can control your entire data strategy with full end-to-end access to all inputs and outputs. Our platform automates the most labor-intensive and time-consuming aspects of data acquisition so that you can access new data sources in days instead of months. You'll only ever have to pay for what you need with filters, budget controls and automatic deduplication.

Match2Lists is the fastest and easiest way to match, merge and de-duplicate data. You can enrich your data with Dun & Bradstreet information using our Match2D&B option. You can quickly clean up duplicates and combine data from multiple sources into powerful information in a matter of minutes. Our first goal is to provide maximum match results for customers. Before Match2Lists was created, we were data visualisation and analytics companies. We also used the most "fuzzy" matching technology on the market. We spent 10 years creating the most advanced data matching logic to overcome their low match results. Our second goal is to save time. We want our customers not to spend as much time cleansing and matching data, but more time analysing and executing. Our advanced matching logic was implemented on the fastest in-memory cloud computing architecture that we could find. It is capable of matching 200,000,000 records in 30 seconds.

The powerful Probabilistic Data Matching algorithms use common identifiers like name, date, sex and address. Data can be imported from many different desktop and corporate databases systems. Data matching software can detect potential matches up to 99%. This software can help businesses generate additional revenue or reduce costs. It can also detect fraud more effectively. And, for medical research, it can make the difference between a successful and unsuccessful research project. LinkageWiz is quick, easy to use, and offers outstanding value because it combines many of the features offered by other products into one package.

The Flowcore platform combines event streaming and event sourcing into a single service that is easy to use. Data flow and replayable data storage designed for developers in data-driven startups or enterprises that want to remain at the forefront of growth and innovation. All data operations are efficiently preserved, ensuring that no valuable data will ever be lost. Immediate transformations, reclassifications and loading of your data to any destination. Break free from rigid data structure. Flowcore's scalable architectural design adapts to your business growth and handles increasing volumes of data without difficulty. By streamlining and simplifying backend data processes, you can allow your engineering teams to focus on what they are best at, creating innovative products. Integrate AI technologies better, enhancing your products with smart data-driven solutions. Flowcore was designed with developers in mind but its benefits go beyond the dev team.

Cloudingo makes managing customer data super simple, from deduping to importing to migrating. Salesforce is great for managing customers. Salesforce is great for managing customers. But it falls short when it comes to data quality. Data quality is a problem. There are duplicate records, customer data that doesn’t make sense, and reports that are a little...off. Do you sound familiar? You can only merge dupes one by one, native solutions, custom codes, and spreadsheets. It shouldn't be a problem to ensure the accuracy of customer data. Or spend a lot of time cleaning up and managing Salesforce. You've wasted too much time putting at risk relationships, losing opportunities, and dealing in chaos. It's time for you to change it. Imagine a tool that transforms your Salesforce data from a messy, confusing, and unreliable mess into a lead-nurturing, sales-producing machine.

Intelligent technologies are required to make the most of all data. This is due to growing data volumes, digital transformations and increased compliance requirements. Exorbyte provides customized Search & Match solutions that make all data accessible to humans and machines at lightning speed. No matter the quality, structure, format, or language of the data. The master data search allows for comprehensive, fuzzy searches in real-time and millions of records using just one search field. Fully adjustable, error-tolerant, flexible across all fields. Master data comparison allows you to compare whole or part of data records with the master database. There are no restrictions and no errors across databases. The master data recognition extracts identity from documents, letters, or faxes and then compares them to reference data. Fuzzy data matching and intelligent extract data.

Ataccama is a revolutionary way to manage data and create enterprise value. Ataccama unifies Data Governance, Data Quality and Master Data Management into one AI-powered fabric that can be used in hybrid and cloud environments. This gives your business and data teams unprecedented speed and security while ensuring trust, security and governance of your data.

Geocoding and address quality software. Validate, deduplicate, and maintain accurate and deliverable address information. Data quality is the ability to verify the accuracy and completeness of certain data. Data quality and postal address verification involves integrating data into any address database to ensure it is reliable and serves its intended purpose. There are many sectors and operations that rely on postal addresses, such as shipping and data entry, such as geomarketing and statistics, such as transportation. Operations tuning is key to ensuring significant logistics and economic savings for enterprises. This add-value is important to make work easier, more efficient. Egon is an online data quality system that can be accessed via the internet.

With exceptional functionality for data integration, quality and cleansing, maximize the value of all structured and unstructured data in your organization. SAP Data Services software increases the quality of enterprise data. It is part of SAP's Information Management Layer. It delivers timely, relevant, and trusted information to help drive better business outcomes. Transform your data into a reliable, always-available resource for business insights and use it to streamline operations and maximize efficiency. Get contextual insight and unlock the true potential of your data with a complete view of all your information. Access to any size data and any source. Standardizing and matching data can improve decision-making and operational efficiency. This will reduce duplicates, identify relationships and address quality issues proactively. Use intuitive tools to unify critical data whether it is on-premise, in the cloud or within Big Data.

WinPure™, MDM, is a master data management system that aligns with your company to provide a single view of all your data. It also includes functions and features to help manage your data. These features are available as a free download from the clean & matching enterprise edition. They have been repurposed for easy web-based data prep and MDM operations. There are many ways to clean, standardize, and transform data in dozens different formats. Industry-leading data matching and error-tolerant technologies. It is simple and easy to configure survivorship technology. The general benefits include a lower cost and a faster time to market. It is easy to use, requires minimal training, and can be implemented quickly. Faster MDM and systems deployments will result in better business results. Simple and easy data preparation tools, batch loads that are faster and more accurate. Flexible and efficient interconnectivity via API with other databases and systems. Accelerate the time it takes to create synergies in M&A.

Validate and verify your address information by comparing them with official Postal Authority databases. You can increase delivery rates, reduce returned mail, and receive postal discounts. Connect address datasources with our enterprise-class cleansing transforms. Once you have connected your address datasources, you will be able to validate and verify it. You can increase delivery rates, reduce returned mail, and get postal discounts. Identify the data elements in your address data and separate them into their parts. Correct common spelling errors and format your address data to conform with industry standards. This will improve mail delivery. Verify that an address exists against the USPS address database. You can verify whether the address is residential, business, or if it is deliveryable by USPS Delivery Point Validation. Merge validated data from multiple sources to create customized output files for your organization's workflow.

Talend Data Fabric's cloud services are able to efficiently solve all your integration and integrity problems -- on-premises or in cloud, from any source, at any endpoint. Trusted data delivered at the right time for every user. With an intuitive interface and minimal coding, you can easily and quickly integrate data, files, applications, events, and APIs from any source to any location. Integrate quality into data management to ensure compliance with all regulations. This is possible through a collaborative, pervasive, and cohesive approach towards data governance. High quality, reliable data is essential to make informed decisions. It must be derived from real-time and batch processing, and enhanced with market-leading data enrichment and cleaning tools. Make your data more valuable by making it accessible internally and externally. Building APIs is easy with the extensive self-service capabilities. This will improve customer engagement.

BDEX Omni IQ uses AI to help you find more customers just like your ideal clients. The BDEX Identity Graph, uses a vast network of SDKs, app publishers, and primary data sources to help companies identify consumers across all channels. It authenticates over 470 million hashed email-MAID-IP matches linked to 113M households across the US each month. BDEX is the only identity platform that guarantees all IDs are linked to real people and removes all IDs linked to bots, click farms, and other forms of ad fraud, as well as all temporary IDs due to Apple's ATT/DoNotTrack. Nominated as the top Identity Technology by AdExchanger, BDEX can help you improve your targeting and reach more customers.

The BiG EVAL platform provides powerful software tools to ensure and improve data quality throughout the entire lifecycle of information. BiG EVAL's data quality and testing software tools are built on the BiG EVAL platform, a comprehensive code base that aims to provide high performance and high flexibility data validation. All features were developed through practical experience gained from working with customers. It is crucial to ensure high data quality throughout the data lifecycle. This is essential for data governance. BiG EVAL DQM, an automation solution, supports you in all aspects of data quality management. Continuous quality checks validate enterprise data, provide a quality indicator, and support you in solving quality problems. BiG EVAL DTA allows you to automate testing tasks within your data-oriented project.

Datagaps DataOps Suite, a comprehensive platform, automates and streamlines data validation processes throughout the entire data lifecycle. It offers end to end testing solutions for ETL projects (Extract Transform Load), data management, data integration and business intelligence (BI). The key features include automated data cleansing and validation, workflow automation and real-time monitoring, as well as advanced BI analytics. The suite supports multiple data sources including relational databases and NoSQL databases as well as cloud platforms and file-based systems. This ensures seamless integration and scalability. Datagaps DataOps Suite, which uses AI-powered data quality assessment and customizable test scenarios, improves data accuracy, consistency and reliability.

Our automated data operations platform allows businesses to reduce the number of full-time staff needed to support data operations. Our product simplifies and reduces costs for a process that is usually very manual and costly. Most companies are too busy processing data to pay attention to its quality. Our product will make you proactive in the area of data quality. Our platform, which has a built-in system of alerts and clear visibility over all incoming data, ensures that you meet your data quality standards. Our platform is a unique solution that combines many manual processes into one platform. After a simple install and a few configurations, the BettrData.io Platform is ready for use.

iCEDQ, a DataOps platform that allows monitoring and testing, is a DataOps platform. iCEDQ is an agile rules engine that automates ETL Testing, Data Migration Testing and Big Data Testing. It increases productivity and reduces project timelines for testing data warehouses and ETL projects. Identify data problems in your Data Warehouse, Big Data, and Data Migration Projects. The iCEDQ platform can transform your ETL or Data Warehouse Testing landscape. It automates it from end to end, allowing the user to focus on analyzing the issues and fixing them. The first edition of iCEDQ was designed to validate and test any volume of data with our in-memory engine. It can perform complex validation using SQL and Groovy. It is optimized for Data Warehouse Testing. It scales based upon the number of cores on a server and is 5X faster that the standard edition.

Data can disrupt markets and open new frontiers, but it only works when it is trusted and understood. Stakeholders in your organization can collaborate to achieve data excellence by leveraging our AI/ML-enhanced cloud-based solution, which is built with 25 years worth of best practices. With hundreds of pre-built reports and embedded best practices, you can quickly identify and remediate data quality issues. Cleanse data before or during data migration. Track data quality in real time with customizable data intelligence dashboards. Monitor data objects continuously and automatically initiate remediation workflows to direct them to the correct data owners. To accelerate future data initiatives, consolidate data on a single cloud-based platform. All data stakeholders working together in one system will reduce effort and improve results.

Creactives data assistants assist procurement's internal clients with requisitioners by understanding their buying needs in their natural language. Matcher and MG Prompt make it easy for requisitioners to find the item(s), if any, they are looking for in existing master data or catalogs. If there are no matches they correctly categorize the new request. This helps procurement optimize processes and PO flow by minimizing inadvertent categorizations, which can lead to lost time and money. Without a thorough understanding of current consumption patterns, optimization of the purchasing process will not be possible. TSV allows complex firms to automatically analyze their consumption patterns using a powerful spend analysis software. Creactives software uses 'human-like reasoning' to help you understand your material master information. Creatives Product Master Data Suite is designed to manage material master information.

Create entity resolution workflows within minutes, not months. Configure advanced matching to improve data accuracy according to your business needs. By reading records in their original location, you can protect your data and minimize the movement of it. AWS Entity Resolver helps you link and match related records without having to build custom solutions. Use flexible, configurable machine-learning (ML) and rules-based techniques to optimize matching records based on your needs. Duplicate related records for better information analysis, to prepare your data for AI model training and to improve your business outcomes. Applying unified insights to advertising and marketing campaigns as well as customer support cases and loyalty programs and ecommerce will help you deliver more relevant experiences. Connect SKUs or UPCs to a unified record of products for better tracking across stores and supply chain.

Organizations all over the globe are struggling to manage their data, regardless of industry. Stay ahead of the curve by using intelligent solutions. Shinydocs makes data management easy. We make it easy for people to find the information they need, by automating records management. Your employees won't require additional training or change in their work habits. Our cognitive suite analyzes all your data at machine speed. It provides many powerful tools that allow you to decode your data and gain meaningful insights to help you make better business decisions. Shinydrive, our flagship product, helps organizations realize the full potential and extract 100% value from their managed data. We deliver on the promise and offer the same exceptional execution in Data Management in the Cloud.

This Matching software includes a matching engine that can transform and standardize your data, remove and compare two projects, and match records from marketing lists or databases. Our data matching software uses the most current technologies. Use our data matching software or test our data scrubbing tool today. Update the main database, insert a new record, and then get statistics. Only insert a new record and update your main database. Get statistics by inserting a new record to the main database. Update the main database with matching information to get statistics. Remove matches from the main database to get statistics.

Many data is stored by businesses in different systems and applications across departments. These include CRMs, marketing automation platforms and POS systems. Golden Record is data matching software that links business data across all systems. It can match and dedupe records and keeps them synchronized in real-time. You can export data from all your systems to spreadsheets or CSV files. Then, you can spend a lot of time manually comparing fields, creating new corrected CSVs, then import them back into your systems. A data expert can help you analyze your data and create a custom application that links it all. You can spend months configuring data movement software to connect existing systems.

Customer data is everywhere: on our phones, in social media, in IoT, in CRM, ERP and marketing. The amount of data that companies collect is staggering... The data companies capture is overwhelming... Data that is uncontrolled and of low quality can cause a company to become disorganized, putting its growth at risk. All processes in a business should be synchronized around customer data. It is vital to ensure that the data is always reliable and accessible. DQE One is a solution for all departments that leverage customer data. Data of high quality ensures that every decision is made with confidence. Contact information from different sources is piled up in the company's database. The customer database needs to be maintained and qualified for use as a reliable repository, even if it contains data entry errors, incorrect information or gaps.

Matchit®, the core of our matching software, is specifically designed to produce results that are human-like. It does this at scale and without any preprocessing. Matchit uses Artificial Intelligence, which is a proprietary phonetic algorithm and lexicons as well as a contextual scoring engine to overcome the inconsistencies and challenges often found in business and contact data. Matching logic is a combination function and off-the shelf fuzzy algorithms that produces an alphanumeric value. Conventional matching solutions require the user to define it. This alphanumeric value (or'match key') is used to compare two records and ultimately find matches. Matchit is not like traditional matching solutions. It doesn't rely solely on one comparison between match keys to find matches. Matchit evaluates records contextually by running a variety comparisons and scoring them individually to determine the similarity between all elements in your data.

QuerySurge is the smart Data Testing solution that automates the data validation and ETL testing of Big Data, Data Warehouses, Business Intelligence Reports and Enterprise Applications with full DevOps functionality for continuous testing. Use Cases - Data Warehouse & ETL Testing - Big Data (Hadoop & NoSQL) Testing - DevOps for Data / Continuous Testing - Data Migration Testing - BI Report Testing - Enterprise Application/ERP Testing Features Supported Technologies - 200+ data stores are supported QuerySurge Projects - multi-project support Data Analytics Dashboard - provides insight into your data Query Wizard - no programming required Design Library - take total control of your custom test desig BI Tester - automated business report testing Scheduling - run now, periodically or at a set time Run Dashboard - analyze test runs in real-time Reports - 100s of reports API - full RESTful API DevOps for Data - integrates into your CI/CD pipeline Test Management Integration QuerySurge will help you: - Continuously detect data issues in the delivery pipeline - Dramatically increase data validation coverage - Leverage analytics to optimize your critical data - Improve your data quality at speed

Waaila, a comprehensive application that monitors data quality, is supported by hundreds of analysts around the world. It helps to avoid disasters caused by poor data quality. Validate your data to take control of your analytics. They must be precise to maximize their potential, therefore validation and monitoring are essential. It is crucial that the data be accurate and reliable in order to serve its true purpose and allow for business growth. Marketing strategies that are more effective will be more efficient if they are of higher quality. You can rely on the accuracy and quality of your data to make data-driven decisions that will lead to the best results. Automated validation saves time and energy and delivers better results. Rapid attack discovery helps to prevent huge impacts and opens up new opportunities. The application management and navigation are simple, which allows for quick data validation and efficient processes that enable the issue to be quickly identified and solved.

Email Hippo provides email verification products for marketers, developers and fraud fighters. CORE is a self-service web app that allows users to import lists of up to 500,000 emails and check whether they are valid and trustworthy. This enables marketers to remove bad data from their email lists, reduce bounce rates and improve deliverability. MORE is Email Hippo's API product. It allows users to embed email verification directly within their sign-up forms, CRMs and other business apps. MORE checks every email against up to 74 data points for maximum accuracy and reliability. With ASSESS, users can check email addresses for specific pre-fraud indicators such as gibberish, recently registered domains and dark web links. ASSESS is also accessed via API and provides pre-fraud intelligence in real time. Email Hippo has provided email verification since 2000 and became ISO27001 certified in 2017.

CLEAN_Data is a collection enterprise data quality solutions that can be used to manage the ever-changing profiles of alumni, customer, vendor, student and employee contact data. CLEAN_Data solutions are essential in managing enterprise data integrity requirements. Runner EDQ offers integrated data solutions that can be relied upon, regardless of whether you're processing data in real-time or batch. CLEAN_Address is an integrated address verification solution that corrects, standardizes postal addresses within Oracle®, Ellucian® and other enterprise system (ERP, SIS HCM, CRM, MDM, MDM). Our seamless integration allows address correction at the point-of-entry and for existing data via batch or change of address processing. All address entry pages can be verified in real time using native fields from your CRM or SIS. Integrated batch processing formats and corrects existing address records.

The Easy Way to Remove Duplicate Salesforce Records DataGroomr uses Machine Learning to automatically detect duplicate Salesforce records. Duplicate Salesforce records are automatically loaded into a queue so users can compare them side-by-side and decide which values to keep, add new values, or merge. DataGroomr provides everything you need to locate, merge, and get rid off dupes. DataGroomr's Machine Learning algorithms take care of the rest. You can merge duplicate records in one click or en masse from within the app. You can select field values to create a master record, or you can use inline editing for new values. You don't want to see duplicates across the entire organization. You can define your own data by industry, region, or any Salesforce field. The import wizard allows you to merge, deduplicate and append records while importing Salesforce. Automated duplication reports and mass merging tasks can be set up at a time that suits your schedule.

Configero DataLoader makes data uploading, mass editing and cleansing easier than ever. It expands on the Apex DataLoader's capabilities by allowing users to filter records more efficiently and even displaying a preview of relevant records that can be mass edited or updated before Salesforce loads data. All objects supported, even custom objects. External ID matching against formula field. Each CSV file type is remembered mapping. Wizard-driven for simplicity and customization. Before loading data to Salesforce, preview and update data.

Great Expectations is a standard for data quality that is shared and openly accessible. It assists data teams in eliminating pipeline debt through data testing, documentation and profiling. We recommend that you deploy within a virtual environment. You may want to read the Supporting section if you are not familiar with pip and virtual environments, notebooks or git. Many companies have high expectations and are doing amazing things these days. Take a look at some case studies of companies we have worked with to see how they use great expectations in their data stack. Great expectations cloud is a fully managed SaaS service. We are looking for private alpha members to join our great expectations cloud, a fully managed SaaS service. Alpha members have first access to new features, and can contribute to the roadmap.