CI/CD Pipeline Integration for PLM Test Automation: Running Regression on Every Build
A team’s CI/CD dashboard shows green on every build, and their last three production defects still happened in Teamcenter’s Java Rich Client, a layer their pipeline was never actually exercising TL;DR What “automated on every build” actually means in most PLM environments today Ask a QA lead whether their PLM regression suite runs automatically on […]
The Real Cost of Running Two Test Automation Tools for SAP and PLM
An automotive QA director tallies license renewals for Worksoft and a second PLM tool, sees the total, and still misses the actual cost, which shows up three weeks later when the one engineer who understands both systems takes a new job TL;DR What the license invoice doesn’t show you The visible cost of a two-tool […]
Codeless vs Scripted PLM Test Automation: Choosing the Right Approach for Your Team
Two testers split a 40-scenario Teamcenter suite. One builds a flowchart in an afternoon. The other spends three days scripting the same coverage. Both are right. TL;DR What codeless authoring actually is, and isn’t Sahi Pro’s Business Driven Test Automation (BDTA) lets a tester build a test as a flowchart of business-readable steps, no programming […]
PLM Testing Best Practices: What QA Leads at Automotive OEMs Get Right
TL;DR Running PLM testing on Teamcenter Active Workspace without defined coverage targets or a stable element identification strategy means your regression suite resets itself every release cycle. That is not a tooling inconvenience. For automotive OEM and Tier 1 teams, each release produces the same manual regression backlog with no improvement quarter over quarter, and […]
PLM Test Management: Structuring Jira, qTest, and Sahi Pro for a Regulated Team
TL;DR Running PLM test management across Teamcenter, Windchill, or ENOVIA without a structured link between automation execution and compliance traceability means your team is stitching evidence together manually, and that is the root of the problem. For medical device, aerospace, and automotive OEM teams, the consequence is direct: audit preparation consumes weeks of manual consolidation […]
PLM Test Automation ROI: Calculating the Business Case for Your QA Manager
TL;DR Every QA manager running regression suites against Teamcenter, Windchill, ENOVIA, or Aras knows the PLM test automation cost conversation stalls at the same point: no quantified business case to present to leadership. Without hard numbers, manual regression hours compound with each release, and the budget request never moves past the draft stage. This article […]
PLM Functional Test Automation: Web Portal, Java Client, and API in One Suite
TL;DR Running separate functional test suites for your web portal, Java thick client, and API layers on Teamcenter, Windchill, or ENOVIA means PLM functional test automation never validates integration behavior end to end. The result is predictable: critical workflow defects slip past your test gates and surface in production, where they cost orders of magnitude […]
PLM Test Automation Framework: Architecture for Teamcenter and Windchill
TL;DR Building a PLM test automation framework that spans Teamcenter and PTC Windchill is difficult when no reusable architecture covers web, Java thick client, and API layers together. Every major PLM release forces your team to restart automation effort from scratch, and the cumulative coverage gain across releases is zero. This article covers how to […]
PLM Regression Testing Strategy: Coverage, Cadence, and Compliance in One Plan
TL;DR Every PLM regression testing effort across Teamcenter, Windchill, or ENOVIA eventually hits the same wall: no structured strategy that covers all three layers (web, Java thick client, API) while producing compliance-ready evidence. The consequence for automotive OEM, aerospace, and medical device teams is measurable. Between 40 and 60 percent of PLM defects escape to […]
PLM QA Tools for Enterprise: 10 Evaluation Criteria Before You Buy
TL;DR Evaluating PLM QA tools for enterprise procurement across Teamcenter, Windchill, ENOVIA, or Aras without structured, PLM-specific criteria means your team discovers critical gaps only after the purchase order is signed. The consequence is predictable: wasted licence investment and a 12 to 18 month delay before you find and deploy the right tool, all while […]