CyDeploy wants to create an exact copy of a company’s system to help it test updates before deploying them – Get it at Disrupt 2025

For any company using software, there is often a difficult balance between patching systems as quickly as possible to prevent cyberattacks while also ensuring that updates do not impact how those systems work.

This is where you start CyDeploy He wants to help.

The company’s founder, Tina Williams Koroma, explained to TechCrunch that the idea of ​​CyDeploy is to use machine learning to monitor and record the most important systems the company runs, create an exact copy of it, and allow the company using CyDeploy to run tests on what it calls a “digital twin” before deploying it on real live systems.

“We record how users use applications and systems on a regular, daily basis,” said Williams Koroma, who explained that CyDeploy can record and label what happens on a computer screen.

To make sure there are no hallucinations, there is still a human in the loop, the client’s system administrator, who, as she puts it, “has the expertise to know what they are looking at or predicting” and validates the machine learning classification.

Williams Koroma spoke to TechCrunch before TechCrunch disabled 2025 Conference, where CyDeploy is a top 20 finalist in The emerging battlefield.

The advantage that CyDeploy offers is that it can help write test scripts more quickly, she said.

“You can deploy it in your digital twin environment, and have system administrators run these functional test scripts that reflect normal day-to-day usage,” Williams Koroma said. “Then they can see from there what the issues might be.”

The company’s customers can choose to use CyDeploy’s large language model that runs within the company’s environment to prevent private data from leaving its servers, or use the OpenAI model, in which case the information will move outside the company’s systems or the cloud.

For most customers, the systems they want to use CyDeploy on will be servers and critical devices, rather than user workstations,” Williams Koroma said.Level 1 applications “Changes need to be made quickly for security reasons, but not too quickly for operational reasons.”

If you want to learn more about CyDeploy — while also checking out dozens of other companies, hearing their presentations, and hearing from guest speakers at four different stages — join us at Disrupt, October 27-29, in San Francisco. Learn more here.