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Data Governance Software with Self Service Data Preparation (2026)

Last updated: April 2026

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31 software options

Google Cloud logo

Modular platform for computing, hosting, storage and more

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Google Cloud Platform is a modular-based platform providing multiple build and scale services to businesses of any size within any industry. It offers tools for document storage, data warehousing, security key enforcement, app creation, API management, AI and machine learning, live chat, and more.

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MongoDB logo

Database management and application development software

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AI demands adaptability. MongoDB offers flexible, scalable, AI-ready data solutions, eliminating friction and accelerating innovation.

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Logi Symphony logo

Analytics that work everywhere - including where your data a

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Transform your software with Logi Symphony's embedded analytics - the only platform delivering full AI capabilities on-premises.

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Alteryx Designer logo

The AI Platform for Enterprise Analytics

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Alteryx enables the preparation, blending and analysis of data using repeatable workflows, facilitating a faster reporting of analytics for deeper BI insights

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Sigma Computing logo

Collaborative business intelligence and data analytics tool

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Sigma is an award-winning modern business intelligence (BI) and analytics platform purpose-built for the cloud. It features a familiar spreadsheet-like interface which delivers the full power of SQL into the hands of any user while keeping data fresh and secure within cloud data warehouses.

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Infor OS logo

Modern business intelligence and analytics platform.

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Infor OS is a BI product that promises to enable a single view of data and eliminate data silos. Additionally, decentralized teams and individual users can augment this shared analytic fabric with their own local data, without compromising data governance. This consistency comes from a unified semantic layer, which maintains common definitions and key metrics, no matter where users sit. The platform can be deployed to a fully managed cloud or client managed cloud/on-premises.

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Y42 logo

The first scalable data platform that anyone can run.

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Y42 is the only easy yet scalable data platform for loading, transforming, connecting, visualizing and sharing data, offering no-code & SQL.

The end-to-end tool is based on the client's own DWH and can be 100% UI-operated, making Y42 the solution of choice for many growing eCommerce and DTC brands.

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Adverity logo

The integrated data platform for teams that run on data.

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Adverity is an integrated data platform that enables companies to reduce complexity and make better decisions with advanced Data Governance features.

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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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Oracle Analytics Cloud logo

Become analytics-driven to improve business decisions

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Oracle Analytics is the cloud platform for the entire analytics process. It securely ingests, models, prepares, enriches, and visualizes data, with embedded ML & natural language tech to increase productivity. Available on-prem, cloud, or hybrid, it offers flexible cloud paths.

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SAS Viya logo

Cloud native AI and analytics platform

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SAS Viya is a cloud-native data and artificial intelligence platform designed to support analytics workflows across organizations. The platform features data management capabilities that provide access to multiple data sources with built-in governance and lineage tracking. It includes machine learning, statistical modeling, and data mining tools accessible through both visual and code-based interfaces, along with SAS Viya Copilot for AI-assisted tasks.

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Centralpoint logo

Digital experience platform & content management solution

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Centralpoint by Oxcyon is a digital experience platform & content management solution for enterprises. The cloud-based tool allows users to control knowledge, data, documents, forms, emails, learning, compliance, & more whilst also providing features for managing employees, clients & partners.

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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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Mozart Data logo

The easiest and fastest way to set up a modern data stack.

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Backed by award-winning data analyst support, Mozart Data’s all-in-one modern data platform empowers anyone to centralize, organize, and analyze their data without engineering resources. Instead of piecing together tools, companies get everything needed to spin up a reliable data stack in an hour.

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Datafi logo

Unified data platform for business teams

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Datafi is a platform that brings together data from various sources and provides seamless integration, advanced security features, and self-service data workflows. It also offers analysis capabilities, ensures data confidentiality, integrity, and availability, and incorporates Business AI.

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Atlan logo

Modern Data Workspace For the Workplace of the Future

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Atlan is a cloud-based data workspace solution designed to help businesses manage their entire data ecosystem, with tools for data discovery, quality profile generation & automatic lineage construction. The query builder allows non-technical users to query across data lakes, databases & warehouses.

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Aware logo

Enterprise Collaboration Security, Compliance, and Insights

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Aware is a data governance, data loss prevention, and intelligence application for businesses in all industry sectors. Key features include policy creation, metadata extractions, data captures & transfers, OCR, integrations, reporting & collaboration tools, search & filters, archiving, and more.

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Ketch logo

Data privacy and governance solution

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Ketch automates data governance, ensuring real-time policy enforcement, compliance, and secure data management. With automated data mapping, access controls, and regulatory monitoring, businesses gain full visibility and control over their data while reducing risk and ensuring compliance.

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Qostodian Recon logo
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Scan, identify, and secure your sensitive data.

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Qostodian Recon restores visibility and accelerates an organization’s ability to find and secure data even in the most remote locations. With Recon’s industry-leading scan times, security teams achieve immediate time to value and get contextualized results.

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Solidatus logo
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Make the unknown known.

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Intelligent data management, discovery and visualization to empower your organization. Make the unknown known.

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ThinkData Platform logo
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The best way to connect, manage, and share data.

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ThinkData Works offers a data catalog platform designed to improve the process of connecting, managing, and sharing data.

Data professionals save time with unique features for indexing, ingesting, or virtualizing data, custom metadata management, and monitoring data health and use in real time.

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SCIKIQ logo
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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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Suadeo logo
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Self-data service (SDS) platform for data management

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Suadeo is a self-data service (SDS) platform that helps businesses discover new perspectives and identify opportunities by accessing a collaborative environment for team members. It provides an ecosystem for informed decision-making and lets users control the entire lifecycle of data within the organization.

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Datactics logo
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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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Stratio Data Fabric logo
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A secure business data layer for business & data teams

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Stratio Data Fabric is a cloud-based platform that helps midsize and large businesses automate data management processes via artificial intelligence (AI) technology.

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