Eyes of AI - A healthcare startup

Eyes of AI, an innovative healthcare startup based in Australia, has embarked on a pioneering journey to revolutionize dental care through the integration of artificial intelligence (AI) technologies. This case study delves into the transformative impact of Eyes of AI’s dental program, showcasing how advanced AI algorithms are enhancing diagnostic accuracy, treatment planning, and patient outcomes in dentistry.


Dental care is a critical component of overall health, yet traditional methods of diagnosis and treatment planning in dentistry often rely heavily on subjective assessments and manual processes. This can lead to variations in quality of care and diagnostic errors. Recognizing these challenges, Eyes of AI set out to leverage the power of AI to streamline and optimize dental practices.

The Implementation:

Eyes of AI collaborated with leading dental professionals and AI experts to develop a comprehensive dental program tailored to address the specific needs and challenges faced by dental practitioners. The program utilizes cutting-edge AI algorithms to analyze dental images, including X-rays, intraoral scans, and photographs, with unprecedented precision and efficiency.

Key Features of the Eyes of AI Dental Program:

  • Automated Diagnosis: By employing machine learning algorithms trained on vast datasets of dental images, the program can rapidly and accurately identify a wide range of dental conditions, including caries, periodontal disease, and abnormalities in tooth structure.
  • Treatment Planning Assistance: The AI system assists dentists in formulating personalized treatment plans by analyzing factors such as the severity of the condition, patient preferences, and historical treatment outcomes. This helps optimize treatment strategies and improve patient satisfaction.
  • Predictive Analytics: Eyes of AI’s dental program harnesses predictive analytics to forecast potential dental issues and recommend preventive measures. By identifying risk factors early, dentists can proactively address oral health concerns, thereby reducing the likelihood of more serious problems arising in the future.
  • Integration with Practice Management Systems: Seamless integration with existing practice management software allows for the efficient incorporation of AI-driven insights into daily workflows, minimizing disruption and enhancing productivity.

Outcomes and Impact:

Since implementing Eyes of AI’s dental program, participating dental practices have reported significant improvements in diagnostic accuracy, treatment efficacy, and patient satisfaction. By leveraging AI to augment clinical decision-making processes, dentists can deliver more precise and personalized care, ultimately leading to better oral health outcomes for their patients. Additionally, the streamlined workflows facilitated by the program have contributed to enhanced practice efficiency and reduced operational costs.


The case of Eyes of AI’s dental program exemplifies the transformative potential of AI in revolutionizing healthcare delivery. By harnessing the power of advanced algorithms and machine learning techniques, dental practitioners can elevate the standard of care, improve patient outcomes, and usher in a new era of innovation in dentistry. As AI continues to evolve, Eyes of AI remains committed to driving positive change and shaping the future of dental healthcare in Australia and beyond.

Automaticity's Contribution to Eyes of AI:

Automaticity, a trailblazing technology firm specializing in quality assurance (QA) automation, has collaborated with Eyes of AI to revolutionize the validation process of their AI-driven products. This case study explores how Automaticity’s expertise in setting up a comprehensive QA process and implementing Cypress automation testing has significantly enhanced the reliability and performance of Eyes of AI’s solutions, particularly in validating their intricate AI algorithms.


Eyes of AI is at the forefront of leveraging artificial intelligence to transform dental care, developing innovative solutions to enhance diagnostic accuracy and treatment planning. However, ensuring the reliability and robustness of AI algorithms poses unique challenges in terms of testing and validation. Recognizing the critical importance of rigorous QA practices, Eyes of AI sought the expertise of Automaticity to establish a systematic approach to testing and automate the validation of their AI products.

The Collaboration:

Automaticity collaborated closely with Eyes of AI’s development team to understand the intricacies of their AI algorithms and the specific requirements for validation. Leveraging their deep expertise in QA automation and proficiency with Cypress, a powerful testing framework, Automaticity devised a tailored approach to streamline the testing process and maximize test coverage while minimizing manual effort.

Key Components of the Automaticity Solution:

  • Comprehensive Test Strategy: Automaticity worked with Eyes of AI to define a comprehensive test strategy that encompassed functional testing, regression testing, and performance testing. By identifying critical use cases and potential edge cases, the team ensured thorough validation of the AI algorithms under various scenarios.
  • Cypress Automation Framework: Automaticity leveraged Cypress, an advanced testing framework renowned for its reliability and efficiency, to automate the testing of Eyes of AI’s products. Cypress’s intuitive interface and robust capabilities allowed for the creation of sophisticated test scenarios that accurately emulate real-world user interactions.
  • Custom Test Scenarios for AI Validation: Automaticity developed custom test scenarios specifically tailored to validate the functionality and performance of Eyes of AI’s AI algorithms. These scenarios encompassed a wide range of inputs and conditions to thoroughly assess the accuracy and robustness of the algorithms across diverse use cases.
  • Integration with Continuous Integration (CI) Pipeline: Automaticity seamlessly integrated the Cypress tests into Eyes of AI’s CI pipeline, enabling automated testing as part of the development workflow. This integration facilitated early detection of issues and accelerated the feedback loop, empowering the development team to iterate rapidly and deliver high-quality updates.

Case Study Scenario:

In a scenario where Eyes of AI introduces a new algorithm for caries detection, Automaticity collaborates with the development team to design and implement Cypress tests to validate the algorithm’s performance across various types of dental images and clinical scenarios. The automated tests systematically evaluate the algorithm’s accuracy, sensitivity, and specificity, providing valuable insights into its performance characteristics and identifying areas for optimization.

Outcomes and Impact:

By partnering with Automaticity and adopting Cypress automation testing, Eyes of AI has achieved significant improvements in the reliability, efficiency, and scalability of their QA process. The automated tests developed by Automaticity have enabled Eyes of AI to validate their AI algorithms with unprecedented speed and accuracy, accelerating the time-to-market for new features and enhancements. Additionally, the early detection of issues through automated testing has minimized the risk of regressions and defects, ensuring a consistently high level of product quality.


The collaboration between Automaticity and Eyes of AI exemplifies the transformative impact of innovative QA practices and automation testing in advancing the reliability and performance of AI-driven products. By leveraging Automaticity’s expertise and Cypress’s power, Eyes of AI has established a robust QA process that empowers them to deliver cutting-edge solutions with confidence and agility. As Eyes of AI continues to push the boundaries of AI innovation in dental care, Automaticity remains a trusted partner in their journey toward excellence in product quality and customer satisfaction.