Skip to content
MarketScale
‹ Back to IndustriesHealthcare

Continuous Integration and Automated Testing: When, Why, and How

No one loved group projects in school, but working together as a team is important at any level of business. Working in a team always can be complicated, but that’s especially true when developing engineering services for medical device, said Mike Goulet, Program Manager and Principal Software Engineer at Sunrise Labs. That’s why developing processes…

This story was produced through MarketScale. See how Healthcare teams put it to work with Executive Thought Leadership.

Share
Continuous Integration and Automated Testing: When, Why, and How

Get featured

Want to get featured in MarketScale Healthcare?

Create a free MarketScale workspace and get your company's expertise featured across our Healthcare coverage. No credit card, no demo required.

Request an invite

No one loved group projects in school, but working together as a team is important at any level of business.

Working in a team always can be complicated, but that’s especially true when developing engineering services for medical device, said Mike Goulet, Program Manager and Principal Software Engineer at Sunrise Labs. That’s why developing processes that run on their own, like continuous integration and automated testing, is critical.

“One benefit and one real challenge in medical device development is … controlling the tools that are used to develop the software. One of the projects I was on recently, I think there must be 20, 30, 40 maybe 50 if you add it all up – [there were] so many tools involved in that build of software between compliers, handwritten tools, off-the-shelf products, repositories, testing tools,” Goulet said.

“When you’ve got 20 developers and you say, ‘This is how you’re supposed to develop the software and these are the tools and configurations you’re supposed to use,’ it’s really, really important you do it in a very specific way, because we have to control the inputs and outputs.”

That’s especially true in an industry like the heavily regulated medical device space. With continuous integration, all members of the team can find the right tools all in one place.

Keeping everyone on the same page and making sure the software stays in compliance is among the benefits of deploying continuous integration and automated testing, and, as Jim Turner, Director of Software Engineering at Sunrise Labs, noted, it’s an opportunity to make sure work isn’t repeated or undone, saving time and money for the client.

“The concept is not too hard, but entropy is at work. You get developers, you get five people together, and you don’t have control over what they’re going to do – you’ll have a mess on your hands very shortly,” Turner said. “So, think about the universe wanting to break apart. So does your code, ultimately, so you’ve got to put the processes together to bring it back.”

Follow us on social media for the latest updates in B2B!

Twitter – @MarketScale

Facebook – facebook.com/marketscale

LinkedIn – linkedin.com/company/marketscale

Your experts belong here

Every story in MarketScale Healthcare starts with a company putting its clinicians, service-line leaders, and field engineers on the record. Buyers are already reading this topic. The only question is whose experts they find.

Service-line buyers vet vendors quietly, and your clinicians become the proof they find while doing it.

Get your team featuredSee how it works15 minutes, straight to a calendar.

Follow Healthcare Insights

Get new expert content in your inbox.

Healthcare: are you visible to AI?

Before they reach out, Healthcare buyers ask AI engines which vendors to trust. See how AI describes your company today, and where competitors show up instead.

Free workspace

You just read one Healthcare expert. Your company is full of them.

This article was produced through MarketScale. The same platform turns your clinicians, service-line leaders, and field engineers into the articles, video, and social content Healthcare buyers are searching for. Create a free workspace and see it with your own people. No credit card, no demo required.

NPS +73 · 1,000+ creators · 38+ countries

What you get, free

Your own MarketScale Studio workspace
One video edit a month, on us
AI writing, editing, and publishing tools
In-platform coaching to learn the system

More Healthcare Insights

The Cost of Waiting: Why Healthcare Can't Afford Slow Decisions with Mark Van Sumeren

The Cost of Waiting: Why Healthcare Can't Afford Slow Decisions with Mark Van Sumeren

The healthcare industry faces significant consequences when delayed decision-making occurs. Prompt and efficient action is crucial to prevent adverse impacts on patient care and operational efficiency. Addressing this issue requires a commitment to more agile and informed decision processes.

  • 01Delayed decision-making in healthcare can lead to negative impacts on patient care and operational efficiency.
  • 02Healthcare organizations are encouraged to adopt agile decision-making processes to improve effectiveness.
  • 03Implementing informed and prompt decision-making strategies can mitigate the risks of inefficiencies and poor patient outcomes.

Aug 16, 2026

Why Childcare is a CEO Problem - Nicole Riehl, EPIC

Childcare has become a critical issue that CEOs must address to ensure workplace productivity and employee satisfaction. Addressing childcare challenges can lead to improved employee retention and a more diverse workforce. Companies need to implement supportive policies that accommodate working parents.

  • 01Childcare is a significant concern for CEOs aiming to maintain workforce productivity.
  • 02Implementing supportive childcare policies can enhance employee retention.
  • 03Accommodating working parents is essential for fostering a diverse workforce.

Aug 16, 2026

AI scribes and startup pipelines are reshaping how health systems and tech investors evaluate AI in 2026

AI scribes and startup pipelines are reshaping how health systems and tech investors evaluate AI in 2026

AI scribes and startup incubators are transforming the evaluation process of AI technologies in healthcare and tech investments. The focus is on balancing innovation with ethical considerations like patient consent and strategic startup growth. The evolving landscape requires health systems and investors to adapt to new evaluation criteria.

  • 01AI scribes are raising ethical concerns about patient consent in healthcare.
  • 02Startup incubators like Y Combinator are focusing on AI-first strategies.
  • 03Health systems and tech investors must adapt to new criteria for evaluating AI technologies.

Aug 16, 2026

Explore More Healthcare Insights

Read more expert perspectives from across Healthcare.

Browse Healthcare Hub

For B2B teams

Your experts could be publishing here

Stories like this one run on content MarketScale captures from real practitioners. See how your team's expertise becomes coverage in Healthcare and beyond.

Book a 15-minute demo

Or call us. No forms required. We pick up. 214-945-2512