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Data Quality Software with Customizable Rules (2026)

Last updated: April 2026

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27 software options

Smarty logo

If you store or collect address data, Smarty can help.

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Keeping your address data accurate can be time-consuming. The good news is that you can easily use Smarty's address intelligence tools to manage address data. From stopping bad addresses at the point of entry to identifying a property with rooftop precision, Smarty has a solution for you.

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Cority logo

Cloud-based EHS management software

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Cority's Data Quality solutions ensure accuracy, consistency, and reliability of organizational data. With validation, cleansing, and monitoring tools, our software empowers businesses to maintain data integrity, comply with regulations, and make informed decisions.

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JMP logo

Statistical tools for data analysis and discovery

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JMP is statistical software designed for data exploration and analysis, primarily serving scientists and engineers. The platform includes tools for data preparation, statistical analysis, graphing, and visualization within a single interface. JMP offers capabilities for importing data from multiple sources, automating repeat analyses without coding requirements, and sharing analytical discoveries across organizations.

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Byteplant Email Validator logo

Enterprise Level Email Validation Solution

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Validate your email address database with Email Validator. Designed for enterprise level CRM, ESP and ERP platforms, Email Validator checks every single email in real-time with an end-to end algorithm to identify disposable, catch-all, and invalid emails.

Stop bouncing and start connecting!

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Byteplant Phone Validator logo

Data validation and management software

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Phone Validator is a data management software that helps businesses clean up contact lists by validating phone numbers in compliance with FCC Telephone Consumer Protection Act (TCPA). It allows staff members to detect and automatically correct typos and errors across sign-up pages.

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Rulex logo

The ultimate platform for empowering your business with data

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Rulex’s unique software helps people and organizations take the best possible decisions by seamlessly combining transparent data-driven knowledge with human expertise.

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DigitalRoute logo

Mediation and usage data processing software

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DigitalRoute is a data loss prevention tool that helps businesses connect the solution with any system in the IT infrastructure to collect, process, enrich, and distribute usage data to billing and configure, price, and quote (CPQ) applications.

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Flookup Data Wrangler logo

Fuzzy match, highlight and remove duplicates from your data

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Flookup is a powerful add-on that employs fuzzy matching algorithms and AI to advance data cleaning tasks in Google Sheets.

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Nexla logo

Cloud-based data integration platform

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Nexla’s is a no/low-code data integration platform enables enterprises to create and share ready-to-use data across all ecosystems, including production-grade GenAI model inference.

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Accurity logo

All-in-one data intelligence platform

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Accurity's data quality solution improves data accuracy and consistency through measurements, aggregate checks, interactive dashboards, trend visualization, bad-record analysis, and collaborative issue resolution. It empowers businesses to make informed decisions and drive growth.

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Traction Complete logo

Helping RevOps teams manage data complexity in Salesforce.

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Traction Complete creates solutions that help revenue teams manage data complexity. Our complete suite of Salesforce apps automates data cleanup, account hierarchies, matching, and routing -- so you don't have to.

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Databuck logo

Autonomous Data Quality and Data Trustability Solution

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DataBuck validates data accuracy and trust autonomously using AI/ML algorithms. It detects errors with no-code data fingerprinting before they infect downstream systems. DataBuck provides Data Trust Scores at every point in the data pipeline from Lake to consumption (L2C).

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Trackingplan logo

Ensure the quality of your digital analytics.

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Trackingplan automates error detection and root cause analysis to save time to digital analytics and marketing teams by continuously monitoring both web and app traffic to notify you before problems have a significant impact.

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Lariat logo

Free your Data Engineers from constant troubleshooting

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Lariat Data is a continuous quality monitoring platform that allows engineering teams to identify and resolve data bugs with minimal operational overhead.

Lariat integrates with tools across the data stack including Python pipelines, Apache Spark pipelines, AWS Athena, AWS Kinesis, Snowflake, Apac

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BaseCap Analytics logo
(0)

Automated Data Quality Control and Data Validation,

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BaseCap Analytics offers an automated solution that helps businesses manage data quality and remediate data issues.

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Experian Aperture Data Studio logo
(0)

Unified data quality and governance.

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Aperture Data Studio helps organisations build and maintain trusted, high-quality data at scale, enabling better decision-making while reducing risk. The data intelligence platform unifies data quality and governance, spanning data, models, and AI-driven use cases.

Read more about Experian Aperture Data Studio

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Octolis logo
(0)

Full-stack data platform for business teams

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Full stack data platform to unify, score and sync your data in real time in your business tools.
On top your own datawarehouse.

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SCIKIQ logo
(0)

We make AI possible for enterprises.

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SCIKIQ builds an AI Nervous System for enterprises, an Intelligence Layer that sits on top of existing data stack, it makes any enterprise or function Ready with intelligence along with conversational Analytics and KPI Deep Dive.

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decube logo
(0)

Data observability platform

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decube is a cloud-based data observability solution that helps data teams understand the health of data in their systems & prevent data quality issues.

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Rudol logo
(0)

Reliable Data Quality for your Company

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- Unified Catalog, make all your data accesible
- Automatic Validation of your Business Rules
- Find Anomalies using our Propietary AI
- Notify your team members automatically, in Slack or Microsoft Teams
- Trace data's journey with Lineage analysis
- Google Chrome extension

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erwin Data Intelligence logo
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Data catalog, discovery, governance, and quality solution

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erwin Data Intelligence is a data catalog solution that helps enterprises discover, analyze, govern, and share data. Key features include data mapping, reporting, metadata harvesting, and glossary management.

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DISQOVER logo
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Life sciences knowledge discovery platform

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DISQOVER is a knowledge discovery platform developed for the life sciences industry. Using knowledge graph and semantic technologies, DISQOVER integrates siloed data to support organizations in accelerating their drug development activities.

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Datactics logo
(0)

Augmented Data Quality from Datactics delivers trust in data

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Augmented Data Quality from Datactics provides trust in data through AI-suggested data quality rules, connectivity

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MatchX logo
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AI-powered data matching and quality for enterprises

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MatchX is the intelligent, behind-the-scenes data assistant that untangles your records, eliminates duplicates, connects scattered sources, and gives you the confidence to trust every decision because it’s built on clean, complete, and connected data.

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Fetchify logo
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Address and data validation for e-commerce and CRM platforms

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Boost accuracy, compliance, and customer trust with Fetchify’s Data Quality tools. Validate, cleanse, and enrich addresses, emails, and phone numbers to maintain reliable data across CRMs, marketing systems, and e-commerce platforms.

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