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Top Rated Data Preparation Software with Small business - Page 2

Last updated: November 2026

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50 software options

DataFactory logo

Cloud-based data preparation software

Dextrus is a cloud-based software that helps users develop, deploy, and orchestrate data pipelines and machine learning workflows on a unified platform. Key features include data analysis tools, ETL, data configuration, anomaly detection, and more.

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Incorta logo

Real-time analytics on raw business data

Incorta provides a unified data and analytics platform that makes it quick and easy to unlock the full potential of business data from multiple complex source systems. By eliminating traditional data transformation, modeling and aggregation steps, it makes 100% of data instantly ready for analysis.

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JMP logo

Statistical tools for data analysis and discovery

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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SAS Data Management logo

Data management platform for executing ETL and ELT workflows

SAS Data Management is designed to help organizations access, edit, and visualize business data across various cloud platforms and legacy systems. It allows businesses to execute extract, transform, load (ETL) and extract, load, transform (ELT) workflows and configure metadata functions.

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DemandTools logo

Ensuring your data remains a valuable asset

DemandTools is a versatile data management platform. Users can clean and maintain data from their CRM to improve effectiveness of their revenue operations. Manage all aspects of your data and insights in a portion of the time.

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TeamMate logo

Data analytics platform for auditors

TeamMate Analytics is an on-premise data analytics platform, designed to help auditors import data of different file formats and monitor, identify, and mitigate potential risks. It allows professionals to streamline the audit workflow from planning, testing to reporting.

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SAS Studio logo

An interactive development environment with flow designers.

SAS Studio is a rapid-application development platform that integrates data analysis, modeling, and visualization platforms. It offers powerful features to efficiently prepare and orchestrate your SAS code for better decisions across the business. SAS Studio gives users a rich library of prebuilt snippets and tasks to speed up analytical process. With these advanced tools, the effort of preprocessing, cleaning, and transforming data is reduced significantly, while promoting data consistency.

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Argos logo

Enterprise-level reporting tools for colleges & universities

Argos from Evisions is a cloud-based enterprise reporting tool developed by higher education experts, that enables college and university administrators to leverage departmental and institutional data in delivering real time insights visualized within chart-rich reports and interactive dashboards.

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Stata logo

Statistical software for data analysis

Stata is an integrated statistical software for data analysis, visualization, and management across disciplines. It offers tools like linear and logistic regression, time-series, panel-data, survival models, causal inference, Bayesian analysis, and machine learning. Stata provides publication-quality graphics with customizable layouts and supports automated report generation, exporting to Word, Excel, PDF, and HTML formats.

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Qlik Sense logo

End-to-end data analytics platform

Qlik Sense is a business intelligence (BI) and visual analytics platform that supports a range of analytic use cases. It supports a full range of users and use-cases across the life-cycle from data to insight.

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AWS Glue logo

Extract, Transform, and Load (ETL) solution

AWS Glue is an ETL software that helps businesses manage data preparation, discovery, transformation, replication, cleaning, and other processes from within a unified platform. It allows staff members to utilize the built-in data catalog to store and find data assets, such as table definitions, schemas, job definitions, and control information.

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Zoho Analytics logo

Agentic Al-powered self-service Bl and analytics platform

AI-powered self-service BI platform that cleans, prepares, and transforms data to uncover meaningful business insights.

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Panoply logo

Data warehousing and transformation

Panoply is a managed cloud data warehouse with ELT data connectors and dashboarding capabilities, all in one easy to use platform

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IBM Cognos Analytics logo

Business intelligence suite

IBM Cognos is a suite of business intelligence and performance management software, that includes dashboards, reports, forecasting, visualization & automation.

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Datacoves logo
(0)

Data analysis tool to optimize dbt data management.

Datacoves provides an end-to-end enterprise DataOps platform with managed dbt Core and Airflow. The application supports Snowflake, Databricks, BigQuery, and more. Datacoves also helps manage data transformation, testing, and documentation. It provides a data platform supporting various BI tools, data clouds, and graph databases. Deployable in private clouds, it helps ensure data security and compliance.

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phi logo
(0)

Cloud, on-device SLMs for AI reasoning tasks

Cloud-based family of small language models for developers and enterprises, supporting text generation, summarization, and reasoning.

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ADEQUATA - Axolotl logo
(0)

Self-Healing Data Remediation with Zero Rule-Writing

Cloud-based data quality product that helps businesses resolve structured data quality issues automatically without manual rules.

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Minitab Connect logo
(0)

Connect data to decisions.

Integrate and prepare data, automate pipelines, monitor changes, and share dashboards with Minitab Connect.

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ListSync logo
(0)

Replicate SharePoint lists items into one or more SQL's

ListSync is designed to replicate SharePoint lists items into one or more SQL databases. The database may be hosted by your own organization or the hosting service provided by us, making it easier to integrate with other systems or reporting (via ThorApps BI Service or Power BI). ListSync has an easy interface that preserves the behavior of your original SharePoint lists. It is available in the Microsoft App Store and it comes with a 30-day trial and $50 credit to test ListSync in your own envir

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Tabula logo
(0)

Automation platform for data management tasks

Whether you use spreadsheets or cloud data warehouses, Tabula allows handling increasing volumes of data, ensuring your data management processes can scale along with your business.

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Dataflow logo
(0)

AI-ready data platform for unified workflows

Dataflow is a data platform that unifies development tools including Airflow, VS Code, and Jupyter notebooks for data engineering and AI/ML workflows. The platform features managed Python dependency environments, GPU-powered instances for machine learning workloads, and integrated tools for data exploration, ETL orchestration, and visualization. It supports one-click deployment to production and includes MLflow integration for model tracking.

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DataFitch.io logo
(0)

Cloud-based data observability platform for enterprises

Cloud-based data quality and observability platform for mid-size to enterprise teams, with pipeline validation and anomaly detection.

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Weavori logo
(0)

CLI synthetic data tool for PostgreSQL developers

CLI-based PostgreSQL synthetic data tool for developers and database engineers, offering data generation, masking, and schema-aware.

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OneClickExporter for Microsoft Project logo
(0)

Microsoft Project data in Power BI, without manual exports

Reads .mpp files without Microsoft Project and writes stable CSV, JSON or Excel files for Power BI, Qlik, Tableau and ERP imports.

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Pliable logo
(0)

Data analysis and visualization software

Pliable helps businesses organize and connect business data to create a unified semantic layer that makes information clean, trusted, and AI-ready. The platform structures data from various sources, such as Shopify, HubSpot, and QuickBooks, allowing teams to access consistent metrics without engineering expertise. Users can interact with Ellie, an AI analyst that provides answers in plain language while enabling detailed exploration of business performance.

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