CheatsOut - ML/AI-based proctoring software

An application for detecting cheating during assessments in exams, tests, interviews, etc.

CheatsOut - ML/AI-based proctoring softwareCheatsOut - ML/AI-based proctoring software
Elearning, Education
Dnipro, Ukraine
Client Since
Team Size

Project overview

SOLVVE was approached with the task of developing an application to detect deception during assessments such as exams, tests, and interviews. The aim was to identify common forms of cheating, including using phones, cheat sheets, seeking help from others, and identity substitution. The application needed to be customizable according to the client's requirements and could track specific behaviors of interest. It was essential for the application to integrate seamlessly with other online education platforms.


The SOLVVE team developed an application for detecting cheating during exams, tests, interviews, and other assessments. The app utilizes machine learning technologies and can serve as the primary verification tool in e-learning and testing platforms, or as an auxiliary tool to complement human examination. Its features include identifying prohibited items such as phones, tablets, notes, and cheat sheets, as well as detecting unnatural head positions, tilts, turns, and gaze direction. The app can also identify other people in front of the camera or identity substitution.

Moreover, it can be customized to meet specific user requirements and seamlessly integrate with various e-learning platforms.


  • The identification accuracy: it catches the tiniest details.
  • The rapidity of video procession: up to 45 frames per second.
  • Work with streaming and video recording: any format is available.
  • Integration with different educational platforms.
  • Easiness with option customization.
CheatsOut - ML/AI-based proctoring software

Project results

1. A reliable application that can replace many proctors and provide protection against cheating during assessment.

2. The combination of technologies used made it possible to accurately record the slightest evidence of cheating.

3️. The application meets the needs of educational, recruitment and research centers. Сan be easily integrated into the platforms they use.


Machine learning | Computer Vision | Real Time Object Detection | Tracking Data analysis | Crawling

What our great customers say

We prioritize driving our clients' business growth by leveraging technical expertise and business acumen.

“They’re very good at what they do.

The team delivered good results, producing a high-quality platform that is scalable, and they may work on expanding the product to new regions. They are skilled in development but lack good resources in project management.


Gaming Company, Saudi Arabia

“It’s been a great experience for us.

Since engaging with SOLVVE, the client has now streamlined and corrected their processes through a platform that meets their needs. They lead a communicative approach to work closely with the team for constant reports and summaries on the project. The client also praises their competitive pricing.


Stone+Lain, Сanada

“We’re 100% satisfied with their services.

Since partnering with SOLVVE, network downtime and technical issues have been minimized, much to the delight of internal stakeholders. The team performs well from a project management standpoint.

Avraham Gniwisch,

Healthy Longevity Cafe, Czech Republic

“They really care about making the app better.

SOLVVE successfully delivers all the promised deliverables on time and within the discussed budget. They communicate timelines and costs very clearly via Zoom, ensuring an effective workflow.

Chad Jones,

Firm Foundation Academy, USA

“The team is great when it comes to complex development tasks.

SOLVVE’s turnaround times have also been greatly commended. Thanks to their work, the company now has more time to generate business. Their project management has also been excellent, and they provide unique ideas to the firm.


Manufacturing Company, New York, USA
Healthy Longevity Cafe

“SOLVVE works quickly and communicates seamlessly with our team.

Thanks to the SOLVVE team, the client can now track and manage customers, inventory, and user data more efficiently. The client appreciated how the vendor provided quick and clear communication and timely fixes.

Executive Assistantto CEO,

Healthy Longevity Cafe, Czech Republic

“They delivered on time, assessed needs, and found solutions if none was apparent.

SOLVVE delivered the project on time, meeting the client's expectations. They communicated frequently and promptly via email and virtual meetings, ensuring an effective workflow.


Terrae Voluntas, Texas, USA