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Insights from 20 years of enterprise test automation.

Practical articles on test automation strategy, regression suite management, and the decisions QA teams face at scale. Written by practitioners, for teams that want fewer broken tests, more coverage, and a release cycle that does not wait on QA.

Recent Blog

Cover image for a blog titled "6 Best Aras Innovator Test Automation Tools for Industrial Machinery in 2026." The illustration depicts automated testing and validation across Aras Innovator PLM environments used by industrial machinery manufacturers. Visual elements represent engineering change management, product lifecycle workflows, BOM validation, ERP integration, quality assurance, and automated regression testing. The image emphasizes reliable PLM automation, complex industrial workflows, and scalable testing for machinery product development teams.

6 Best Aras Innovator Test Automation Tools for Industrial Machinery in 2026

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Cover image for a blog titled "6 Best Arena PLM Test Automation Tools for Electronics NPI Teams in 2026." The illustration depicts automated testing and validation across Arena PLM workflows used in electronics new product introduction (NPI). Visual elements represent product data management, engineering change orders, BOM validation, supplier collaboration, compliance tracking, and end-to-end workflow automation. The image emphasizes faster product launches, quality assurance, and scalable PLM testing for electronics manufacturing teams.

6 Best Arena PLM Test Automation Tools for Electronics NPI Teams in 2026

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Cover image for a blog titled "6 Best ENOVIA Test Automation Tools for Medical Device Manufacturers in 2026." The illustration depicts automated testing and validation workflows across ENOVIA PLM environments, highlighting regulatory compliance, medical device product development, quality management, and end-to-end test automation. Visual elements represent digital workflows, validation records, system integration, and controlled product lifecycle processes within a secure life sciences manufacturing environment.

6 Best ENOVIA Test Automation Tools for Medical Device Manufacturers in 2026

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Cover image for a blog titled "6 Best On-Premise PLM Test Automation Tools for IP-Sensitive Environments in 2026." The visual compares leading PLM test automation solutions designed for organizations with strict intellectual property, security, and data residency requirements. It highlights considerations such as fully on-premise deployment, secure test execution, support for legacy PLM systems, compliance readiness, and end-to-end automation across engineering and enterprise workflows.

6 Best On-Premise PLM Test Automation Tools for IP-Sensitive Environments in 2026

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Cover image for a blog titled "6 Best Oracle Agile PLM Test Automation Tools for Consumer Goods and Life Sciences in 2026." The visual compares leading PLM test automation solutions for Oracle Agile PLM environments, highlighting evaluation criteria such as regulatory compliance support, Oracle Agile workflow coverage, legacy application testing, cross-system integrations, and automation capabilities for consumer goods and life sciences organizations.

6 Best Oracle Agile PLM Test Automation Tools for Consumer Goods and Life Sciences in 2026

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Cover image for “6 Best PLM Regression Testing Tools for Manufacturing Industries in 2026,” featuring a comparison of leading PLM regression testing solutions for manufacturing environments. The visual highlights key evaluation factors such as support for Teamcenter, Windchill, ENOVIA, and SAP PLM platforms, automated regression testing across engineering workflows, legacy system compatibility, ERP integration validation, compliance documentation, and scalable test execution for complex manufacturing operations.

6 Best PLM Regression Testing Tools for Manufacturing Industries in 2026

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Cover image for a blog titled "6 Best Aras Innovator Test Automation Tools for Industrial Machinery in 2026." The illustration depicts automated testing and validation across Aras Innovator PLM environments used by industrial machinery manufacturers. Visual elements represent engineering change management, product lifecycle workflows, BOM validation, ERP integration, quality assurance, and automated regression testing. The image emphasizes reliable PLM automation, complex industrial workflows, and scalable testing for machinery product development teams.

6 Best Aras Innovator Test Automation Tools for Industrial Machinery in 2026

Read More
Cover image for a blog titled "6 Best Arena PLM Test Automation Tools for Electronics NPI Teams in 2026." The illustration depicts automated testing and validation across Arena PLM workflows used in electronics new product introduction (NPI). Visual elements represent product data management, engineering change orders, BOM validation, supplier collaboration, compliance tracking, and end-to-end workflow automation. The image emphasizes faster product launches, quality assurance, and scalable PLM testing for electronics manufacturing teams.

6 Best Arena PLM Test Automation Tools for Electronics NPI Teams in 2026

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Cover image for a blog titled "6 Best ENOVIA Test Automation Tools for Medical Device Manufacturers in 2026." The illustration depicts automated testing and validation workflows across ENOVIA PLM environments, highlighting regulatory compliance, medical device product development, quality management, and end-to-end test automation. Visual elements represent digital workflows, validation records, system integration, and controlled product lifecycle processes within a secure life sciences manufacturing environment.

6 Best ENOVIA Test Automation Tools for Medical Device Manufacturers in 2026

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Cover image for a blog titled "6 Best On-Premise PLM Test Automation Tools for IP-Sensitive Environments in 2026." The visual compares leading PLM test automation solutions designed for organizations with strict intellectual property, security, and data residency requirements. It highlights considerations such as fully on-premise deployment, secure test execution, support for legacy PLM systems, compliance readiness, and end-to-end automation across engineering and enterprise workflows.

6 Best On-Premise PLM Test Automation Tools for IP-Sensitive Environments in 2026

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Browse all blogs

Cover image for a blog titled "6 Best Aras Innovator Test Automation Tools for Industrial Machinery in 2026." The illustration depicts automated testing and validation across Aras Innovator PLM environments used by industrial machinery manufacturers. Visual elements represent engineering change management, product lifecycle workflows, BOM validation, ERP integration, quality assurance, and automated regression testing. The image emphasizes reliable PLM automation, complex industrial workflows, and scalable testing for machinery product development teams.

6 Best Aras Innovator Test Automation Tools for Industrial Machinery in 2026

Read More
Cover image for a blog titled "6 Best Arena PLM Test Automation Tools for Electronics NPI Teams in 2026." The illustration depicts automated testing and validation across Arena PLM workflows used in electronics new product introduction (NPI). Visual elements represent product data management, engineering change orders, BOM validation, supplier collaboration, compliance tracking, and end-to-end workflow automation. The image emphasizes faster product launches, quality assurance, and scalable PLM testing for electronics manufacturing teams.

6 Best Arena PLM Test Automation Tools for Electronics NPI Teams in 2026

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Cover image for a blog titled "6 Best ENOVIA Test Automation Tools for Medical Device Manufacturers in 2026." The illustration depicts automated testing and validation workflows across ENOVIA PLM environments, highlighting regulatory compliance, medical device product development, quality management, and end-to-end test automation. Visual elements represent digital workflows, validation records, system integration, and controlled product lifecycle processes within a secure life sciences manufacturing environment.

6 Best ENOVIA Test Automation Tools for Medical Device Manufacturers in 2026

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Cover image for a blog titled "6 Best On-Premise PLM Test Automation Tools for IP-Sensitive Environments in 2026." The visual compares leading PLM test automation solutions designed for organizations with strict intellectual property, security, and data residency requirements. It highlights considerations such as fully on-premise deployment, secure test execution, support for legacy PLM systems, compliance readiness, and end-to-end automation across engineering and enterprise workflows.

6 Best On-Premise PLM Test Automation Tools for IP-Sensitive Environments in 2026

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Cover image for a blog titled "6 Best Oracle Agile PLM Test Automation Tools for Consumer Goods and Life Sciences in 2026." The visual compares leading PLM test automation solutions for Oracle Agile PLM environments, highlighting evaluation criteria such as regulatory compliance support, Oracle Agile workflow coverage, legacy application testing, cross-system integrations, and automation capabilities for consumer goods and life sciences organizations.

6 Best Oracle Agile PLM Test Automation Tools for Consumer Goods and Life Sciences in 2026

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Cover image for “6 Best PLM Regression Testing Tools for Manufacturing Industries in 2026,” featuring a comparison of leading PLM regression testing solutions for manufacturing environments. The visual highlights key evaluation factors such as support for Teamcenter, Windchill, ENOVIA, and SAP PLM platforms, automated regression testing across engineering workflows, legacy system compatibility, ERP integration validation, compliance documentation, and scalable test execution for complex manufacturing operations.

6 Best PLM Regression Testing Tools for Manufacturing Industries in 2026

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Cover image for “6 Best PLM Test Automation Tools for Industrial Equipment and Energy in 2026,” featuring a comparison of leading PLM test automation solutions for Teamcenter, Windchill, ENOVIA, and SAP PLM environments. The visual highlights key evaluation criteria such as on-premise deployment, industrial compliance requirements, cross-system testing coverage, Java client automation, and support for complex engineering workflows in manufacturing, energy, and industrial equipment sectors.

6 Best PLM Test Automation Tools for Industrial Equipment and Energy in 2026

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Cover image for a blog comparing PLM test automation tools for medical device and life sciences organizations, highlighting key evaluation criteria such as FDA 21 CFR Part 11 compliance, validation documentation, electronic records and signatures testing, change control workflows, risk management processes, and regulated product lifecycle automation.

6 Best PLM Test Automation Tools for Medical Device and Life Sciences in 2026

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Cover image for a blog on switching test automation tools, featuring a visual comparison of test automation evaluation criteria such as tool reliability, maintenance effort, test stability, technology coverage, CI/CD integration, deployment flexibility, and long-term scalability for QA teams.

Flaky Tests and Failing Suites: How to Switch Test Automation Tools the Right Way

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Cover image for a blog on evaluating test automation tools for first-time buyers, featuring a practical checklist of key selection criteria such as ease of use, codeless automation capabilities, application coverage, integration support, reporting and compliance features, scalability, deployment options, and total cost of ownership.

Test Automation Tool Evaluation: A Checklist for First-Time Buyers

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Cover image for a blog on the best codeless PLM test automation tools for non-developer QA teams in 2026, highlighting evaluation criteria such as no-code test authoring, support for Java thick-client PLM applications, secure on-premise deployment, PLM-ERP integration testing, workflow automation, and compliance-ready reporting for enterprise QA teams.

7 Best Codeless PLM Test Automation Tools for Non-Developer QA Teams in 2026

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Illustration highlighting the evaluation of PLM test automation tools for aerospace and defence compliance, featuring criteria such as requirements traceability, regulatory validation, secure on-premise deployment, BOM and workflow testing, audit readiness, and support for defence industry standards and certification processes.

7 Best PLM Test Automation Tools for Aerospace and Defence Compliance in 2026

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Comparison of leading PLM test automation tools for electronics and semiconductor NPI programs, highlighting capabilities such as BOM validation, workflow automation, change management testing, CAD integration support, and compliance verification for Teamcenter and other PLM platforms.

7 Best PLM Test Automation Tools for Electronics and Semiconductor NPI in 2026

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Illustration comparing leading Teamcenter test automation tools for 2026, highlighting capabilities for BOM validation, workflow testing, UI automation, API testing, upgrade resilience, and cross-layer testing across Teamcenter Active Workspace and Rich Client environments.

7 Best Teamcenter Test Automation Tools for BOM and Workflow Testing in 2026

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Illustration showing SAP GUI, SAP Fiori, Teamcenter Active Workspace, and integration workflows connected through a unified test automation framework, enabling cross-platform validation across PLM, SAP transactions, and APIs.

SAP Test Automation for PLM Teams: SAP GUI and Fiori Alongside Teamcenter

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Illustration comparing PLM test automation and standard web testing, highlighting coverage across web portals, Java thick clients, canvas or WebGL interfaces, APIs, and cross-layer business workflows that standard web testing tools cannot fully automate.

Self Healing Test Automation for Teamcenter: Proximity-Based Element ID

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Illustration showing SAP PLM test automation between Teamcenter and SAP ERP, with connected workflow elements representing BOM synchronization, engineering change management, API validation, SAP GUI testing, and automated integration testing across web, desktop, and ERP systems.

SAP PLM Test Automation: Teamcenter to SAP Integration Testing

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Illustration comparing PLM test automation and standard web testing, highlighting differences in handling web interfaces, Java thick clients, WebGL or canvas-rendered components, API validation, compliance workflows, and audit-ready test evidence generation.

PLM Test Automation vs Standard Web Testing: Key Differences

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Illustration highlighting PLM software quality assurance across aerospace, medical device, and defence industries, showcasing automated testing, compliance validation, cross-layer application coverage, and audit-ready quality assurance processes.

PLM Software Quality Assurance: Aerospace, Medical and Defence

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A cover image of a blog that talks about Desktop Test Automation for IP-Sensitive PLM: On-Premise Guide. The image represents secure on-premise test automation for PLM environments, enabling organizations to automate desktop applications, validate engineering workflows, and protect intellectual property while maintaining compliance, data security, and operational control.

Desktop Test Automation for IP-Sensitive PLM: On-Premise Guide

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A cover image of a blog that talks about ENOVIA 3DEXPERIENCE Test Automation for Medical Device QA Teams. The image represents automated testing of ENOVIA 3DEXPERIENCE workflows, validation processes, compliance requirements, and quality assurance activities for medical device manufacturers, helping QA teams improve test coverage, traceability, and regulatory readiness.

ENOVIA 3DEXPERIENCE Test Automation for Medical Device QA Teams

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A cover image of a blog that talks about Cross Platform Test Automation: Sahi Pro Web, Java, and API. The image represents unified test automation across web applications, Java desktop clients, and APIs, enabling end-to-end validation of enterprise workflows through a single test script and execution framework.

Cross Platform Test Automation: Sahi Pro Web, Java, and API

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A cover image of a blog that talks about Codeless Test Automation in Sahi Pro BDTA: Build Teamcenter Tests. The image represents creating and maintaining Teamcenter test automation workflows using Sahi Pro's codeless BDTA framework, enabling business users and QA teams to automate complex PLM processes without writing code.

Codeless Test Automation in Sahi Pro BDTA: Build Teamcenter Tests

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A cover image of a blog that talks about AI Testing Tools for PLM: Sahi Pro OCR Automation for Canvas UIs. The image represents using AI-powered OCR automation to identify, validate, and interact with graphical elements in canvas-based PLM applications, enabling reliable testing of complex engineering and manufacturing software interfaces.

AI Testing Tools for PLM: Sahi Pro OCR Automation for Canvas UIs

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A cover image of a blog that talks about How to Handle Part Hierarchy Changes Without Breaking Tests.

How to Handle Part Hierarchy Changes Without Breaking Tests

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ZK testing with Sahi

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How to Write Effective Test Cases in Software Testing

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Writing an initial pitch that has impact

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Why Sahi Pro is much more than Record & Playback !!!

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Why Mobile App Testing

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Why do you need a Data Driven Framework?

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Understanding White Box Testing: Types and Techniques

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When Max doesn’t Code he makes Jokes

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What’s New in Sahi Pro v10.0 | Webinar 2023

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What’s new in Sahi Pro v9.2.1

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How to improve Playback Performance for longer runs with Sahi Pro?

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What’s New in Sahi Pro v8.0

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What’s New in Sahi Pro v11.5

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What’s New in Sahi Pro v11.2

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What’s New in Sahi Pro v11.1

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What’s new in Sahi Pro 9.0.2

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What’s Bugging You Today

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Web Automation Testing – An Ultimate Guide

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Web automation does not need XPaths

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Visualise your test automation in advance.

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A Usual Day at the Office

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User Acceptance Testing (UAT) Process with Examples

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Unveiling Sahi Pro 11 in 2024 – From Founder’s Desk Series 1

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